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<div class="title">MatrixVectorProduct.h</div>  </div>
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<div class="contents">
<div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">// This file is part of Eigen, a lightweight C++ template library</span></div>
<div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment">// for linear algebra.</span></div>
<div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">//</span></div>
<div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment">// Copyright (C) 2021 Chip Kerchner (chip.kerchner@ibm.com)</span></div>
<div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment">//</span></div>
<div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment">// This Source Code Form is subject to the terms of the Mozilla</span></div>
<div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment">// Public License v. 2.0. If a copy of the MPL was not distributed</span></div>
<div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment">// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.</span></div>
<div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160; </div>
<div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="preprocessor">#ifndef EIGEN_MATRIX_VECTOR_PRODUCT_ALTIVEC_H</span></div>
<div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="preprocessor">#define EIGEN_MATRIX_VECTOR_PRODUCT_ALTIVEC_H</span></div>
<div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160; </div>
<div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="preprocessor">#include &quot;../../InternalHeaderCheck.h&quot;</span></div>
<div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160; </div>
<div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="preprocessor">#if defined(__MMA__) &amp;&amp; !EIGEN_ALTIVEC_DISABLE_MMA</span></div>
<div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="preprocessor">#if EIGEN_COMP_LLVM || (__GNUC__ &gt; 10 || __GNUC_MINOR__ &gt;= 3)</span></div>
<div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="preprocessor">#define USE_GEMV_MMA</span></div>
<div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160; </div>
<div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="preprocessor">#if !EIGEN_COMP_LLVM &amp;&amp; (__GNUC__ == 10 &amp;&amp; __GNUC_MINOR__ &lt;= 3)</span></div>
<div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment">// Only allow one vector_pair in buggy gcc - gcc 10.3 has a bug</span></div>
<div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="preprocessor">#define GCC_ONE_VECTORPAIR_BUG</span></div>
<div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160; </div>
<div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="comment">//#define USE_SLOWER_GEMV_MMA   // MMA is currently not as fast as VSX in complex double GEMV (revisit when gcc is improved)</span></div>
<div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160; </div>
<div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="comment">//#define EIGEN_POWER_USE_GEMV_PREFETCH</span></div>
<div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="preprocessor">#ifdef EIGEN_POWER_USE_GEMV_PREFETCH</span></div>
<div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="preprocessor">#define EIGEN_POWER_GEMV_PREFETCH(p)  prefetch(p)</span></div>
<div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">#define EIGEN_POWER_GEMV_PREFETCH(p)</span></div>
<div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160; </div>
<div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="preprocessor">#ifdef __has_builtin</span></div>
<div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="preprocessor">#if !__has_builtin(__builtin_vsx_assemble_pair)</span></div>
<div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="preprocessor">#define __builtin_vsx_assemble_pair __builtin_mma_assemble_pair</span></div>
<div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;<span class="preprocessor">#if !__has_builtin(__builtin_vsx_disassemble_pair)</span></div>
<div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;<span class="preprocessor">#define __builtin_vsx_disassemble_pair __builtin_mma_disassemble_pair</span></div>
<div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160; </div>
<div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;<span class="preprocessor">#if EIGEN_COMP_LLVM</span></div>
<div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;<span class="preprocessor">#define GEMV_BUILDPAIR_MMA(dst, src1, src2) \</span></div>
<div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;<span class="preprocessor">  __builtin_vsx_assemble_pair(&amp;dst, (__vector unsigned char)src2, (__vector unsigned char)src1)</span></div>
<div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;<span class="preprocessor">#if (__GNUC__ &lt;= 10)</span></div>
<div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;<span class="preprocessor">#if (__GNUC_MINOR__ &gt; 3)</span></div>
<div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;<span class="preprocessor">#define GEMV_BUILDPAIR_MMA(dst, src1, src2) \</span></div>
<div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;<span class="preprocessor">  __builtin_vsx_assemble_pair(&amp;dst, (__vector unsigned char)src2, (__vector unsigned char)src1)</span></div>
<div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;<span class="preprocessor">#define GEMV_BUILDPAIR_MMA(dst, src1, src2) \</span></div>
<div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;<span class="preprocessor">  __builtin_vsx_assemble_pair(&amp;dst, (__vector unsigned char)src1, (__vector unsigned char)src2)</span></div>
<div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;<span class="preprocessor">#define GEMV_BUILDPAIR_MMA(dst, src1, src2) \</span></div>
<div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;<span class="preprocessor">  __builtin_vsx_build_pair(&amp;dst, (__vector unsigned char)src1, (__vector unsigned char)src2)</span></div>
<div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160; </div>
<div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;<span class="preprocessor">#define GEMV_IS_COMPLEX_COMPLEX ((sizeof(LhsPacket) == 16) &amp;&amp; (sizeof(RhsPacket) == 16))</span></div>
<div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;<span class="preprocessor">#define GEMV_IS_FLOAT           (ResPacketSize == (16 / sizeof(float)))</span></div>
<div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;<span class="preprocessor">#define GEMV_IS_SCALAR          (sizeof(ResPacket) != 16)</span></div>
<div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;<span class="preprocessor">#define GEMV_IS_COMPLEX_FLOAT   (ResPacketSize == (16 / sizeof(std::complex&lt;float&gt;)))</span></div>
<div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160; </div>
<div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResPacket, <span class="keyword">typename</span> ResScalar&gt;</div>
<div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> storeMaddData(ResScalar* res, ResPacket&amp; palpha, ResPacket&amp; data)</div>
<div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;{</div>
<div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;    pstoreu(res, pmadd(data, palpha, ploadu&lt;ResPacket&gt;(res)));</div>
<div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;}</div>
<div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160; </div>
<div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResScalar&gt;</div>
<div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> storeMaddData(ResScalar* res, ResScalar&amp; alpha, ResScalar&amp; data)</div>
<div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;{</div>
<div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;    *res += (alpha * data);</div>
<div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;}</div>
<div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160; </div>
<div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;<span class="preprocessor">#define GEMV_UNROLL(func, N) \</span></div>
<div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;<span class="preprocessor">  func(0, N) func(1, N) func(2, N) func(3, N) \</span></div>
<div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;<span class="preprocessor">  func(4, N) func(5, N) func(6, N) func(7, N)</span></div>
<div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160; </div>
<div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;<span class="preprocessor">#define GEMV_UNROLL_HALF(func, N) \</span></div>
<div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;<span class="preprocessor">  func(0, 0, 1, N) func(1, 2, 3, N) func(2, 4, 5, N) func(3, 6, 7, N)</span></div>
<div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160; </div>
<div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;<span class="preprocessor">#define GEMV_GETN(N) (((N) * ResPacketSize) &gt;&gt; 2)</span></div>
<div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160; </div>
<div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;<span class="preprocessor">#define GEMV_LOADPACKET_COL(iter) \</span></div>
<div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;<span class="preprocessor">  lhs.template load&lt;LhsPacket, LhsAlignment&gt;(i + ((iter) * LhsPacketSize), j)</span></div>
<div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160; </div>
<div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;<span class="preprocessor">#define GEMV_UNROLL3(func, N, which) \</span></div>
<div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;<span class="preprocessor">  func(0, N, which) func(1, N, which) func(2, N, which) func(3, N, which) \</span></div>
<div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;<span class="preprocessor">  func(4, N, which) func(5, N, which) func(6, N, which) func(7, N, which)</span></div>
<div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160; </div>
<div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;<span class="preprocessor">#define GEMV_UNUSED_VAR(iter, N, which) \</span></div>
<div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &lt;= iter) { \</span></div>
<div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(which##iter); \</span></div>
<div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160; </div>
<div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;<span class="preprocessor">#define GEMV_UNUSED_EXTRA_VAR(iter, N, which) \</span></div>
<div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;<span class="preprocessor">  if (N &lt;= iter) { \</span></div>
<div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(which##iter); \</span></div>
<div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160; </div>
<div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;<span class="preprocessor">#define GEMV_UNUSED_EXTRA(N, which) \</span></div>
<div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;<span class="preprocessor">  GEMV_UNROLL3(GEMV_UNUSED_EXTRA_VAR, N, which)</span></div>
<div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160; </div>
<div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;<span class="preprocessor">#define GEMV_UNUSED(N, which) \</span></div>
<div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;<span class="preprocessor">  GEMV_UNROLL3(GEMV_UNUSED_VAR, N, which)</span></div>
<div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160; </div>
<div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;<span class="preprocessor">#define GEMV_INIT_MMA(iter, N) \</span></div>
<div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; iter) { \</span></div>
<div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;<span class="preprocessor">    __builtin_mma_xxsetaccz(&amp;e##iter); \</span></div>
<div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160; </div>
<div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;<span class="preprocessor">#if EIGEN_COMP_LLVM</span></div>
<div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;<span class="preprocessor">#define GEMV_LOADPAIR_COL_MMA(iter1, iter2) \</span></div>
<div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;<span class="preprocessor">  GEMV_BUILDPAIR_MMA(b##iter1, GEMV_LOADPACKET_COL(iter2), GEMV_LOADPACKET_COL((iter2) + 1));</span></div>
<div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;<span class="preprocessor">#define GEMV_LOADPAIR_COL_MMA(iter1, iter2) \</span></div>
<div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;<span class="preprocessor">  const LhsScalar&amp; src##iter1 = lhs(i + ((iter1 * 32) / sizeof(LhsScalar)), j); \</span></div>
<div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;<span class="preprocessor">  b##iter1 = *reinterpret_cast&lt;__vector_pair *&gt;(const_cast&lt;LhsScalar *&gt;(&amp;src##iter1));</span></div>
<div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160; </div>
<div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;<span class="preprocessor">#define GEMV_LOAD1A_COL_MMA(iter, N) \</span></div>
<div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; iter) { \</span></div>
<div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;<span class="preprocessor">    if (GEMV_IS_FLOAT) { \</span></div>
<div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;<span class="preprocessor">      g##iter = GEMV_LOADPACKET_COL(iter); \</span></div>
<div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;<span class="preprocessor">      EIGEN_UNUSED_VARIABLE(b##iter); \</span></div>
<div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR_COL_MMA(iter, iter &lt;&lt; 1) \</span></div>
<div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;<span class="preprocessor">      EIGEN_UNUSED_VARIABLE(g##iter); \</span></div>
<div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(b##iter); \</span></div>
<div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(g##iter); \</span></div>
<div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160; </div>
<div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;<span class="preprocessor">#define GEMV_WORK1A_COL_MMA(iter, N) \</span></div>
<div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; iter) { \</span></div>
<div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;<span class="preprocessor">    if (GEMV_IS_FLOAT) { \</span></div>
<div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;<span class="preprocessor">      pger_vecMMA_acc&lt;LhsPacket, RhsPacket, true&gt;(&amp;e##iter, a0, g##iter); \</span></div>
<div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;<span class="preprocessor">      pger_vecMMA_acc&lt;LhsPacket, RhsPacket, true&gt;(&amp;e##iter, b##iter, a0); \</span></div>
<div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160; </div>
<div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;<span class="preprocessor">#define GEMV_LOAD1B_COL_MMA(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; iter1) { \</span></div>
<div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;<span class="preprocessor">    if (GEMV_IS_FLOAT) { \</span></div>
<div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR_COL_MMA(iter2, iter2) \</span></div>
<div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;<span class="preprocessor">      EIGEN_UNUSED_VARIABLE(b##iter3); \</span></div>
<div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR_COL_MMA(iter2, iter2 &lt;&lt; 1) \</span></div>
<div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR_COL_MMA(iter3, iter3 &lt;&lt; 1) \</span></div>
<div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(b##iter2); \</span></div>
<div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(b##iter3); \</span></div>
<div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;<span class="preprocessor">  } \</span></div>
<div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;<span class="preprocessor">  EIGEN_UNUSED_VARIABLE(g##iter2); \</span></div>
<div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;<span class="preprocessor">  EIGEN_UNUSED_VARIABLE(g##iter3);</span></div>
<div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160; </div>
<div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;<span class="preprocessor">#define GEMV_WORK1B_COL_MMA(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; iter1) { \</span></div>
<div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;<span class="preprocessor">    if (GEMV_IS_FLOAT) { \</span></div>
<div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;<span class="preprocessor">      LhsPacket h[2]; \</span></div>
<div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;<span class="preprocessor">      __builtin_vsx_disassemble_pair(reinterpret_cast&lt;void*&gt;(h), &amp;b##iter2); \</span></div>
<div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;<span class="preprocessor">      pger_vecMMA_acc&lt;LhsPacket, RhsPacket, true&gt;(&amp;e##iter2, a0, h[0]); \</span></div>
<div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;<span class="preprocessor">      pger_vecMMA_acc&lt;LhsPacket, RhsPacket, true&gt;(&amp;e##iter3, a0, h[1]); \</span></div>
<div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;<span class="preprocessor">      pger_vecMMA_acc&lt;LhsPacket, RhsPacket, true&gt;(&amp;e##iter2, b##iter2, a0); \</span></div>
<div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;<span class="preprocessor">      pger_vecMMA_acc&lt;LhsPacket, RhsPacket, true&gt;(&amp;e##iter3, b##iter3, a0); \</span></div>
<div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160; </div>
<div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;<span class="preprocessor">#if EIGEN_COMP_LLVM</span></div>
<div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;<span class="preprocessor">#define GEMV_LOAD_COL_MMA(N) \</span></div>
<div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; 1) { \</span></div>
<div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;<span class="preprocessor">    GEMV_UNROLL_HALF(GEMV_LOAD1B_COL_MMA, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;<span class="preprocessor">    GEMV_UNROLL(GEMV_LOAD1A_COL_MMA, N) \</span></div>
<div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160; </div>
<div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;<span class="preprocessor">#define GEMV_WORK_COL_MMA(N) \</span></div>
<div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; 1) { \</span></div>
<div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;<span class="preprocessor">    GEMV_UNROLL_HALF(GEMV_WORK1B_COL_MMA, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;<span class="preprocessor">    GEMV_UNROLL(GEMV_WORK1A_COL_MMA, N) \</span></div>
<div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;<span class="preprocessor">#define GEMV_LOAD_COL_MMA(N) \</span></div>
<div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;<span class="preprocessor">  GEMV_UNROLL(GEMV_LOAD1A_COL_MMA, N)</span></div>
<div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160; </div>
<div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;<span class="preprocessor">#define GEMV_WORK_COL_MMA(N) \</span></div>
<div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;<span class="preprocessor">  GEMV_UNROLL(GEMV_WORK1A_COL_MMA, N)</span></div>
<div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160; </div>
<div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;<span class="preprocessor">#define GEMV_DISASSEMBLE_MMA(iter, N) \</span></div>
<div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; iter) { \</span></div>
<div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;<span class="preprocessor">    __builtin_mma_disassemble_acc(&amp;result##iter.packet, &amp;e##iter); \</span></div>
<div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;<span class="preprocessor">    if (!GEMV_IS_FLOAT) { \</span></div>
<div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;<span class="preprocessor">      result##iter.packet[0][1] = result##iter.packet[1][0]; \</span></div>
<div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;<span class="preprocessor">      result##iter.packet[2][1] = result##iter.packet[3][0]; \</span></div>
<div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160; </div>
<div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;<span class="preprocessor">#if EIGEN_COMP_LLVM</span></div>
<div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;<span class="preprocessor">#define GEMV_LOADPAIR2_COL_MMA(iter1, iter2)</span></div>
<div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;<span class="preprocessor">#define GEMV_LOADPAIR2_COL_MMA(iter1, iter2) \</span></div>
<div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;<span class="preprocessor">  b##iter1 = *reinterpret_cast&lt;__vector_pair *&gt;(res + i + ((iter2) * ResPacketSize));</span></div>
<div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160; </div>
<div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;<span class="preprocessor">#define GEMV_LOAD2_COL_MMA(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; iter1) { \</span></div>
<div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;<span class="preprocessor">    if (GEMV_IS_FLOAT) { \</span></div>
<div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR2_COL_MMA(iter2, iter2); \</span></div>
<div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;<span class="preprocessor">      EIGEN_UNUSED_VARIABLE(b##iter3); \</span></div>
<div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR2_COL_MMA(iter2, iter2 &lt;&lt; 1); \</span></div>
<div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR2_COL_MMA(iter3, iter3 &lt;&lt; 1); \</span></div>
<div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(b##iter2); \</span></div>
<div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(b##iter3); \</span></div>
<div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160; </div>
<div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;<span class="preprocessor">#if EIGEN_COMP_LLVM</span></div>
<div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;<span class="preprocessor">#define GEMV_WORKPAIR2_COL_MMA(iter2, iter3, iter4) \</span></div>
<div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;<span class="preprocessor">  ResPacket f##iter2[2]; \</span></div>
<div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;<span class="preprocessor">  f##iter2[0] = pmadd(result##iter2.packet[0], palpha, ploadu&lt;ResPacket&gt;(res + i + ((iter4) * ResPacketSize))); \</span></div>
<div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;<span class="preprocessor">  f##iter2[1] = pmadd(result##iter3.packet[(iter2 == iter3) ? 2 : 0], palpha, ploadu&lt;ResPacket&gt;(res + i + (((iter4) + 1) * ResPacketSize))); \</span></div>
<div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;<span class="preprocessor">  GEMV_BUILDPAIR_MMA(b##iter2, f##iter2[0], f##iter2[1]);</span></div>
<div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;<span class="preprocessor">#define GEMV_WORKPAIR2_COL_MMA(iter2, iter3, iter4) \</span></div>
<div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;<span class="preprocessor">  if (GEMV_IS_FLOAT) { \</span></div>
<div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;<span class="preprocessor">    __asm__ (&quot;xvmaddasp %0,%x1,%x3\n\txvmaddasp %L0,%x2,%x3&quot;</span> : &quot;+&amp;d&quot; (b##iter2) : &quot;wa&quot; (result##iter3.packet[0]), &quot;wa&quot; (result##iter2.packet[0]), &quot;wa&quot; (palpha)); \</div>
<div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;  } else { \</div>
<div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;    __asm__ (&quot;xvmaddadp %0,%x1,%x3\n\txvmaddadp %L0,%x2,%x3&quot; : &quot;+&amp;d&quot; (b##iter2) : &quot;wa&quot; (result##iter2.packet[2]), &quot;wa&quot; (result##iter2.packet[0]), &quot;wa&quot; (palpha)); \</div>
<div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;  }</div>
<div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160; </div>
<div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;<span class="preprocessor">#define GEMV_WORK2_COL_MMA(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; iter1) { \</span></div>
<div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;<span class="preprocessor">    if (GEMV_IS_FLOAT) { \</span></div>
<div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;<span class="preprocessor">      GEMV_WORKPAIR2_COL_MMA(iter2, iter3, iter2); \</span></div>
<div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;<span class="preprocessor">      GEMV_WORKPAIR2_COL_MMA(iter2, iter2, iter2 &lt;&lt; 1); \</span></div>
<div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;<span class="preprocessor">      GEMV_WORKPAIR2_COL_MMA(iter3, iter3, iter3 &lt;&lt; 1); \</span></div>
<div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160; </div>
<div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;<span class="preprocessor">#define GEMV_STOREPAIR2_COL_MMA(iter1, iter2) \</span></div>
<div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;<span class="preprocessor">  *reinterpret_cast&lt;__vector_pair *&gt;(res + i + ((iter2) * ResPacketSize)) = b##iter1;</span></div>
<div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160; </div>
<div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;<span class="preprocessor">#define GEMV_STORE_COL_MMA(iter, N) \</span></div>
<div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; iter) { \</span></div>
<div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;<span class="preprocessor">    if (GEMV_IS_FLOAT) { \</span></div>
<div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;<span class="preprocessor">      storeMaddData&lt;ResPacket, ResScalar&gt;(res + i + (iter * ResPacketSize), palpha, result##iter.packet[0]); \</span></div>
<div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR2_COL_MMA(iter, iter &lt;&lt; 1) \</span></div>
<div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;<span class="preprocessor">      GEMV_WORKPAIR2_COL_MMA(iter, iter, iter &lt;&lt; 1) \</span></div>
<div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;<span class="preprocessor">      GEMV_STOREPAIR2_COL_MMA(iter, iter &lt;&lt; 1) \</span></div>
<div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160; </div>
<div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;<span class="preprocessor">#define GEMV_STORE2_COL_MMA(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; iter1) { \</span></div>
<div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;<span class="preprocessor">    if (GEMV_IS_FLOAT) { \</span></div>
<div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;<span class="preprocessor">      GEMV_STOREPAIR2_COL_MMA(iter2, iter2); \</span></div>
<div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;<span class="preprocessor">      GEMV_STOREPAIR2_COL_MMA(iter2, iter2 &lt;&lt; 1) \</span></div>
<div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;<span class="preprocessor">      GEMV_STOREPAIR2_COL_MMA(iter3, iter3 &lt;&lt; 1) \</span></div>
<div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160; </div>
<div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_COL_ONE_MMA(N) \</span></div>
<div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;<span class="preprocessor">  GEMV_UNROLL(GEMV_INIT_MMA, N) \</span></div>
<div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;<span class="preprocessor">  Index j = j2; \</span></div>
<div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;<span class="preprocessor">  __vector_pair b0, b1, b2, b3, b4, b5, b6, b7; \</span></div>
<div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;<span class="preprocessor">  do { \</span></div>
<div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;<span class="preprocessor">    LhsPacket g0, g1, g2, g3, g4, g5, g6, g7; \</span></div>
<div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;<span class="preprocessor">    RhsPacket a0 = pset1&lt;RhsPacket&gt;(rhs2(j, 0)); \</span></div>
<div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;<span class="preprocessor">    GEMV_UNROLL(GEMV_PREFETCH, N) \</span></div>
<div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;<span class="preprocessor">    GEMV_LOAD_COL_MMA(N) \</span></div>
<div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;<span class="preprocessor">    GEMV_WORK_COL_MMA(N) \</span></div>
<div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;<span class="preprocessor">  } while (++j &lt; jend); \</span></div>
<div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;<span class="preprocessor">  GEMV_UNROLL(GEMV_DISASSEMBLE_MMA, N) \</span></div>
<div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &lt;= 1) { \</span></div>
<div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;<span class="preprocessor">    GEMV_UNROLL(GEMV_STORE_COL_MMA, N) \</span></div>
<div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;<span class="preprocessor">    GEMV_UNROLL_HALF(GEMV_LOAD2_COL_MMA, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;<span class="preprocessor">    GEMV_UNROLL_HALF(GEMV_WORK2_COL_MMA, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;<span class="preprocessor">    GEMV_UNROLL_HALF(GEMV_STORE2_COL_MMA, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;<span class="preprocessor">  } \</span></div>
<div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;<span class="preprocessor">  i += (ResPacketSize * N);</span></div>
<div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160; </div>
<div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;<span class="preprocessor">#define GEMV_INIT(iter, N) \</span></div>
<div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;<span class="preprocessor">  if (N &gt; iter) { \</span></div>
<div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;<span class="preprocessor">    c##iter = pset1&lt;ResPacket&gt;(ResScalar(0)); \</span></div>
<div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(c##iter); \</span></div>
<div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160; </div>
<div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;<span class="preprocessor">#ifdef EIGEN_POWER_USE_GEMV_PREFETCH</span></div>
<div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;<span class="preprocessor">#define GEMV_PREFETCH(iter, N) \</span></div>
<div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; ((iter &gt;&gt; 1) + ((N &gt;&gt; 1) * (iter &amp; 1)))) { \</span></div>
<div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;<span class="preprocessor">    lhs.prefetch(i + (iter * LhsPacketSize) + prefetch_dist, j); \</span></div>
<div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;<span class="preprocessor">#define GEMV_PREFETCH(iter, N)</span></div>
<div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160; </div>
<div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;<span class="preprocessor">#define GEMV_WORK_COL(iter, N) \</span></div>
<div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;<span class="preprocessor">  if (N &gt; iter) { \</span></div>
<div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;<span class="preprocessor">    c##iter = pcj.pmadd(GEMV_LOADPACKET_COL(iter), a0, c##iter); \</span></div>
<div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160; </div>
<div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;<span class="preprocessor">#define GEMV_STORE_COL(iter, N) \</span></div>
<div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;<span class="preprocessor">  if (N &gt; iter) { \</span></div>
<div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;<span class="preprocessor">    pstoreu(res + i + (iter * ResPacketSize), pmadd(c##iter, palpha, ploadu&lt;ResPacket&gt;(res + i + (iter * ResPacketSize)))); \</span></div>
<div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160; </div>
<div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_COL_ONE(N) \</span></div>
<div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;<span class="preprocessor">  GEMV_UNROLL(GEMV_INIT, N) \</span></div>
<div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;<span class="preprocessor">  Index j = j2; \</span></div>
<div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;<span class="preprocessor">  do { \</span></div>
<div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;<span class="preprocessor">    RhsPacket a0 = pset1&lt;RhsPacket&gt;(rhs2(j, 0)); \</span></div>
<div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;<span class="preprocessor">    GEMV_UNROLL(GEMV_PREFETCH, N) \</span></div>
<div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;<span class="preprocessor">    GEMV_UNROLL(GEMV_WORK_COL, N) \</span></div>
<div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;<span class="preprocessor">  } while (++j &lt; jend); \</span></div>
<div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;<span class="preprocessor">  GEMV_UNROLL(GEMV_STORE_COL, N) \</span></div>
<div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;<span class="preprocessor">  i += (ResPacketSize * N);</span></div>
<div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160; </div>
<div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_COL(N) \</span></div>
<div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;<span class="preprocessor">  GEMV_PROCESS_COL_ONE_MMA(N)</span></div>
<div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_COL(N) \</span></div>
<div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;<span class="preprocessor">  GEMV_PROCESS_COL_ONE(N)</span></div>
<div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160; </div>
<div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket, <span class="keywordtype">bool</span> accumulate&gt;</div>
<div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pger_vecMMA_acc(__vector_quad* acc, <span class="keyword">const</span> RhsPacket&amp; a, <span class="keyword">const</span> LhsPacket&amp; b)</div>
<div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;{</div>
<div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;    <span class="keywordflow">if</span> (accumulate)</div>
<div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;    {</div>
<div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;        __builtin_mma_xvf32gerpp(acc, (__vector <span class="keywordtype">unsigned</span> <span class="keywordtype">char</span>)a, (__vector <span class="keywordtype">unsigned</span> <span class="keywordtype">char</span>)b);</div>
<div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;    }</div>
<div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;    <span class="keywordflow">else</span></div>
<div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;    {</div>
<div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;        __builtin_mma_xvf32ger(acc, (__vector <span class="keywordtype">unsigned</span> <span class="keywordtype">char</span>)a, (__vector <span class="keywordtype">unsigned</span> <span class="keywordtype">char</span>)b);</div>
<div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;    }</div>
<div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;}</div>
<div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160; </div>
<div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket, <span class="keywordtype">bool</span> accumulate&gt;</div>
<div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pger_vecMMA_acc(__vector_quad* acc, __vector_pair&amp; a, <span class="keyword">const</span> LhsPacket&amp; b)</div>
<div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;{</div>
<div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;    <span class="keywordflow">if</span> (accumulate)</div>
<div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;    {</div>
<div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;        __builtin_mma_xvf64gerpp(acc, a, (__vector <span class="keywordtype">unsigned</span> <span class="keywordtype">char</span>)b);</div>
<div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;    }</div>
<div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;    <span class="keywordflow">else</span></div>
<div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;    {</div>
<div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;        __builtin_mma_xvf64ger(acc, a, (__vector <span class="keywordtype">unsigned</span> <span class="keywordtype">char</span>)b);</div>
<div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;    }</div>
<div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;}</div>
<div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160; </div>
<div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> Index, <span class="keyword">typename</span> LhsScalar, <span class="keyword">typename</span> LhsMapper, <span class="keyword">typename</span> RhsScalar, <span class="keyword">typename</span> RhsMapper, <span class="keyword">typename</span> ResScalar&gt;</div>
<div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;EIGEN_STRONG_INLINE <span class="keywordtype">void</span> gemv_col(</div>
<div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;    Index rows, Index cols,</div>
<div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;    <span class="keyword">const</span> LhsMapper&amp; alhs,</div>
<div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;    <span class="keyword">const</span> RhsMapper&amp; rhs,</div>
<div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;    ResScalar* res, Index resIncr,</div>
<div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;    ResScalar alpha)</div>
<div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;{</div>
<div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;    <span class="keyword">typedef</span> gemv_traits&lt;LhsScalar, RhsScalar&gt; Traits;</div>
<div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160; </div>
<div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> Traits::LhsPacket LhsPacket;</div>
<div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> Traits::RhsPacket RhsPacket;</div>
<div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> Traits::ResPacket ResPacket;</div>
<div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160; </div>
<div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;    EIGEN_UNUSED_VARIABLE(resIncr);</div>
<div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;    eigen_internal_assert(resIncr == 1);</div>
<div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160; </div>
<div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;    <span class="comment">// The following copy tells the compiler that lhs&#39;s attributes are not modified outside this function</span></div>
<div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;    <span class="comment">// This helps GCC to generate proper code.</span></div>
<div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;    LhsMapper lhs(alhs);</div>
<div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;    RhsMapper rhs2(rhs);</div>
<div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160; </div>
<div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;    conj_helper&lt;LhsScalar, RhsScalar, false, false&gt; cj;</div>
<div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;    conj_helper&lt;LhsPacket, RhsPacket, false, false&gt; pcj;</div>
<div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160; </div>
<div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> lhsStride = lhs.stride();</div>
<div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;    <span class="comment">// TODO: for padded aligned inputs, we could enable aligned reads</span></div>
<div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;    <span class="keyword">enum</span> {</div>
<div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;        LhsAlignment = <a class="code" href="group__enums.html#gga45fe06e29902b7a2773de05ba27b47a1a4e19dd09d5ff42295ba1d72d12a46686">Unaligned</a>,</div>
<div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;        ResPacketSize = Traits::ResPacketSize,</div>
<div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;        LhsPacketSize = Traits::LhsPacketSize,</div>
<div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;        RhsPacketSize = Traits::RhsPacketSize,</div>
<div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;    };</div>
<div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160; </div>
<div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;<span class="preprocessor">#ifndef GCC_ONE_VECTORPAIR_BUG</span></div>
<div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n8 = rows - 8 * ResPacketSize + 1;</div>
<div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n4 = rows - 4 * ResPacketSize + 1;</div>
<div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n2 = rows - 2 * ResPacketSize + 1;</div>
<div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n1 = rows - 1 * ResPacketSize + 1;</div>
<div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;<span class="preprocessor">#ifdef EIGEN_POWER_USE_GEMV_PREFETCH</span></div>
<div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> prefetch_dist = 64 * LhsPacketSize;</div>
<div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160; </div>
<div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;    <span class="comment">// TODO: improve the following heuristic:</span></div>
<div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> block_cols = cols &lt; 128 ? cols : (lhsStride * <span class="keyword">sizeof</span>(LhsScalar) &lt; 16000 ? 16 : 8);</div>
<div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;    ResPacket palpha = pset1&lt;ResPacket&gt;(alpha);</div>
<div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160; </div>
<div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;    <span class="keywordflow">for</span> (Index j2 = 0; j2 &lt; cols; j2 += block_cols)</div>
<div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;    {</div>
<div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;        <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> jend = numext::mini(j2 + block_cols, cols);</div>
<div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;        <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> i = 0;</div>
<div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;        ResPacket c0, c1, c2, c3, c4, c5, c6, c7;</div>
<div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;        __vector_quad e0, e1, e2, e3, e4, e5, e6, e7;</div>
<div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;        PacketBlock&lt;ResPacket, 4&gt; result0, result1, result2, result3, result4, result5, result6, result7;</div>
<div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;        GEMV_UNUSED(8, e)</div>
<div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;        GEMV_UNUSED(8, result)</div>
<div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;        GEMV_UNUSED_EXTRA(1, c)</div>
<div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;<span class="preprocessor">#ifndef GCC_ONE_VECTORPAIR_BUG</span></div>
<div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;        <span class="keywordflow">while</span> (i &lt; n8)</div>
<div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;        {</div>
<div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;            GEMV_PROCESS_COL(8)</div>
<div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;        }</div>
<div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;        <span class="keywordflow">if</span> (i &lt; n4)</div>
<div class="line"><a name="l00444"></a><span class="lineno">  444</span>&#160;        {</div>
<div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;            GEMV_PROCESS_COL(4)</div>
<div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;        }</div>
<div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;        <span class="keywordflow">if</span> (i &lt; n2)</div>
<div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;        {</div>
<div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;            GEMV_PROCESS_COL(2)</div>
<div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;        }</div>
<div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;        <span class="keywordflow">if</span> (i &lt; n1)</div>
<div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;        <span class="keywordflow">while</span> (i &lt; n1)</div>
<div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;        {</div>
<div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;            GEMV_PROCESS_COL_ONE(1)</div>
<div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;        }</div>
<div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;        <span class="keywordflow">for</span> (;i &lt; rows;++i)</div>
<div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;        {</div>
<div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;            ResScalar d0(0);</div>
<div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;            <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> j = j2;</div>
<div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;            <span class="keywordflow">do</span> {</div>
<div class="line"><a name="l00463"></a><span class="lineno">  463</span>&#160;                d0 += cj.pmul(lhs(i, j), rhs2(j, 0));</div>
<div class="line"><a name="l00464"></a><span class="lineno">  464</span>&#160;            } <span class="keywordflow">while</span> (++j &lt; jend);</div>
<div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;            res[i] += alpha * d0;</div>
<div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;        }</div>
<div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;    }</div>
<div class="line"><a name="l00468"></a><span class="lineno">  468</span>&#160;}</div>
<div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160; </div>
<div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX32_XORFLIP = { 0x44,0x55,0x66,0x77, 0x00,0x11,0x22,0x33, 0xcc,0xdd,0xee,0xff, 0x88,0x99,0xaa,0xbb };</div>
<div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX64_XORFLIP = { 0x88,0x99,0xaa,0xbb, 0xcc,0xdd,0xee,0xff, 0x00,0x11,0x22,0x33, 0x44,0x55,0x66,0x77 };</div>
<div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160; </div>
<div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;<span class="preprocessor">#ifdef _BIG_ENDIAN</span></div>
<div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX32_CONJ_XOR  = { 0x00,0x00,0x00,0x00, 0x80,0x00,0x00,0x00, 0x00,0x00,0x00,0x00, 0x80,0x00,0x00,0x00 };</div>
<div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX64_CONJ_XOR  = { 0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x00, 0x80,0x00,0x00,0x00, 0x00,0x00,0x00,0x00 };</div>
<div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX32_CONJ_XOR2 = { 0x80,0x00,0x00,0x00, 0x00,0x00,0x00,0x00, 0x80,0x00,0x00,0x00, 0x00,0x00,0x00,0x00 };</div>
<div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX64_CONJ_XOR2 = { 0x80,0x00,0x00,0x00, 0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x00 };</div>
<div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX32_NEGATE    = { 0x80,0x00,0x00,0x00, 0x80,0x00,0x00,0x00, 0x80,0x00,0x00,0x00, 0x80,0x00,0x00,0x00 };</div>
<div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX64_NEGATE    = { 0x80,0x00,0x00,0x00, 0x00,0x00,0x00,0x00, 0x80,0x00,0x00,0x00, 0x00,0x00,0x00,0x00 };</div>
<div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX32_CONJ_XOR  = { 0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x80, 0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x80 };</div>
<div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX64_CONJ_XOR  = { 0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x80 };</div>
<div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX32_CONJ_XOR2 = { 0x00,0x00,0x00,0x80, 0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x80, 0x00,0x00,0x00,0x00 };</div>
<div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX64_CONJ_XOR2 = { 0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x80, 0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x00 };</div>
<div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX32_NEGATE    = { 0x00,0x00,0x00,0x80, 0x00,0x00,0x00,0x80, 0x00,0x00,0x00,0x80, 0x00,0x00,0x00,0x80 };</div>
<div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_COMPLEX64_NEGATE    = { 0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x80, 0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x80 };</div>
<div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160; </div>
<div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;<span class="preprocessor">#ifdef _BIG_ENDIAN</span></div>
<div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;<span class="preprocessor">#define COMPLEX_DELTA  0</span></div>
<div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;<span class="preprocessor">#define COMPLEX_DELTA  2</span></div>
<div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160; </div>
<div class="line"><a name="l00496"></a><span class="lineno">  496</span>&#160;EIGEN_ALWAYS_INLINE Packet2cf pconj2(<span class="keyword">const</span> Packet2cf&amp; a) {</div>
<div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;    <span class="keywordflow">return</span> Packet2cf(pxor(a.v, <span class="keyword">reinterpret_cast&lt;</span>Packet4f<span class="keyword">&gt;</span>(p16uc_COMPLEX32_CONJ_XOR)));</div>
<div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;}</div>
<div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160; </div>
<div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;EIGEN_ALWAYS_INLINE Packet1cd pconj2(<span class="keyword">const</span> Packet1cd&amp; a) {</div>
<div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;    <span class="keywordflow">return</span> Packet1cd(pxor(a.v, <span class="keyword">reinterpret_cast&lt;</span>Packet2d<span class="keyword">&gt;</span>(p16uc_COMPLEX64_CONJ_XOR)));</div>
<div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;}</div>
<div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160; </div>
<div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;EIGEN_ALWAYS_INLINE Packet2cf pconjinv(<span class="keyword">const</span> Packet2cf&amp; a) {</div>
<div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;<span class="preprocessor">#ifdef __POWER8_VECTOR__</span></div>
<div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;    <span class="keywordflow">return</span> Packet2cf(Packet4f(vec_neg(Packet2d(a.v))));</div>
<div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;    <span class="keywordflow">return</span> Packet2cf(pxor(a.v, <span class="keyword">reinterpret_cast&lt;</span>Packet4f<span class="keyword">&gt;</span>(p16uc_COMPLEX32_CONJ_XOR2)));</div>
<div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;}</div>
<div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160; </div>
<div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;EIGEN_ALWAYS_INLINE Packet1cd pconjinv(<span class="keyword">const</span> Packet1cd&amp; a) {</div>
<div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;    <span class="keywordflow">return</span> Packet1cd(pxor(a.v, <span class="keyword">reinterpret_cast&lt;</span>Packet2d<span class="keyword">&gt;</span>(p16uc_COMPLEX64_CONJ_XOR2)));</div>
<div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;}</div>
<div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160; </div>
<div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;<span class="preprocessor">#if defined(_ARCH_PWR8) &amp;&amp; (!EIGEN_COMP_LLVM || __clang_major__ &gt;= 12)</span></div>
<div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;<span class="preprocessor">#define PERMXOR_GOOD  </span><span class="comment">// Clang had a bug with vec_permxor and endianness prior to version 12</span></div>
<div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160; </div>
<div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;EIGEN_ALWAYS_INLINE Packet2cf pcplxflipconj(Packet2cf a)</div>
<div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;{</div>
<div class="line"><a name="l00524"></a><span class="lineno">  524</span>&#160;<span class="preprocessor">#ifdef PERMXOR_GOOD</span></div>
<div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;    <span class="keywordflow">return</span> Packet2cf(Packet4f(vec_permxor(Packet16uc(a.v), p16uc_COMPLEX32_CONJ_XOR, p16uc_COMPLEX32_XORFLIP)));</div>
<div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;    <span class="keywordflow">return</span> pcplxflip(pconj2(a));</div>
<div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;}</div>
<div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160; </div>
<div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;EIGEN_ALWAYS_INLINE Packet1cd pcplxflipconj(Packet1cd a)</div>
<div class="line"><a name="l00532"></a><span class="lineno">  532</span>&#160;{</div>
<div class="line"><a name="l00533"></a><span class="lineno">  533</span>&#160;<span class="preprocessor">#ifdef PERMXOR_GOOD</span></div>
<div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;    <span class="keywordflow">return</span> Packet1cd(Packet2d(vec_permxor(Packet16uc(a.v), p16uc_COMPLEX64_CONJ_XOR, p16uc_COMPLEX64_XORFLIP)));</div>
<div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;    <span class="keywordflow">return</span> pcplxflip(pconj2(a));</div>
<div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;}</div>
<div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160; </div>
<div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;EIGEN_ALWAYS_INLINE Packet2cf pcplxconjflip(Packet2cf a)</div>
<div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;{</div>
<div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;<span class="preprocessor">#ifdef PERMXOR_GOOD</span></div>
<div class="line"><a name="l00544"></a><span class="lineno">  544</span>&#160;    <span class="keywordflow">return</span> Packet2cf(Packet4f(vec_permxor(Packet16uc(a.v), p16uc_COMPLEX32_CONJ_XOR2, p16uc_COMPLEX32_XORFLIP)));</div>
<div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;    <span class="keywordflow">return</span> pconj2(pcplxflip(a));</div>
<div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;}</div>
<div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160; </div>
<div class="line"><a name="l00550"></a><span class="lineno">  550</span>&#160;EIGEN_ALWAYS_INLINE Packet1cd pcplxconjflip(Packet1cd a)</div>
<div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;{</div>
<div class="line"><a name="l00552"></a><span class="lineno">  552</span>&#160;<span class="preprocessor">#ifdef PERMXOR_GOOD</span></div>
<div class="line"><a name="l00553"></a><span class="lineno">  553</span>&#160;    <span class="keywordflow">return</span> Packet1cd(Packet2d(vec_permxor(Packet16uc(a.v), p16uc_COMPLEX64_CONJ_XOR2, p16uc_COMPLEX64_XORFLIP)));</div>
<div class="line"><a name="l00554"></a><span class="lineno">  554</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00555"></a><span class="lineno">  555</span>&#160;    <span class="keywordflow">return</span> pconj2(pcplxflip(a));</div>
<div class="line"><a name="l00556"></a><span class="lineno">  556</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00557"></a><span class="lineno">  557</span>&#160;}</div>
<div class="line"><a name="l00558"></a><span class="lineno">  558</span>&#160; </div>
<div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;EIGEN_ALWAYS_INLINE Packet2cf pnegate2(Packet2cf a)</div>
<div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;{</div>
<div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;<span class="preprocessor">#ifdef __POWER8_VECTOR__</span></div>
<div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;    <span class="keywordflow">return</span> Packet2cf(vec_neg(a.v));</div>
<div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;    <span class="keywordflow">return</span> Packet2cf(pxor(a.v, <span class="keyword">reinterpret_cast&lt;</span>Packet4f<span class="keyword">&gt;</span>(p16uc_COMPLEX32_NEGATE)));</div>
<div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;}</div>
<div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160; </div>
<div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;EIGEN_ALWAYS_INLINE Packet1cd pnegate2(Packet1cd a)</div>
<div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;{</div>
<div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;<span class="preprocessor">#ifdef __POWER8_VECTOR__</span></div>
<div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;    <span class="keywordflow">return</span> Packet1cd(vec_neg(a.v));</div>
<div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;    <span class="keywordflow">return</span> Packet1cd(pxor(a.v, <span class="keyword">reinterpret_cast&lt;</span>Packet2d<span class="keyword">&gt;</span>(p16uc_COMPLEX64_NEGATE)));</div>
<div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;}</div>
<div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160; </div>
<div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;EIGEN_ALWAYS_INLINE Packet2cf pcplxflipnegate(Packet2cf a)</div>
<div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;{</div>
<div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;<span class="preprocessor">#ifdef PERMXOR_GOOD</span></div>
<div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;    <span class="keywordflow">return</span> Packet2cf(Packet4f(vec_permxor(Packet16uc(a.v), p16uc_COMPLEX32_NEGATE, p16uc_COMPLEX32_XORFLIP)));</div>
<div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;    <span class="keywordflow">return</span> pcplxflip(pnegate2(a));</div>
<div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00586"></a><span class="lineno">  586</span>&#160;}</div>
<div class="line"><a name="l00587"></a><span class="lineno">  587</span>&#160; </div>
<div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;EIGEN_ALWAYS_INLINE Packet1cd pcplxflipnegate(Packet1cd a)</div>
<div class="line"><a name="l00589"></a><span class="lineno">  589</span>&#160;{</div>
<div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;<span class="preprocessor">#ifdef PERMXOR_GOOD</span></div>
<div class="line"><a name="l00591"></a><span class="lineno">  591</span>&#160;    <span class="keywordflow">return</span> Packet1cd(Packet2d(vec_permxor(Packet16uc(a.v), p16uc_COMPLEX64_NEGATE, p16uc_COMPLEX64_XORFLIP)));</div>
<div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00593"></a><span class="lineno">  593</span>&#160;    <span class="keywordflow">return</span> pcplxflip(pnegate2(a));</div>
<div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00595"></a><span class="lineno">  595</span>&#160;}</div>
<div class="line"><a name="l00596"></a><span class="lineno">  596</span>&#160; </div>
<div class="line"><a name="l00598"></a><span class="lineno">  598</span>&#160;EIGEN_ALWAYS_INLINE Packet2cf pcplxflip2(Packet2cf a)</div>
<div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;{</div>
<div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;    <span class="keywordflow">return</span> Packet2cf(Packet4f(vec_perm(Packet16uc(a.v), Packet16uc(a.v), p16uc_COMPLEX32_XORFLIP)));</div>
<div class="line"><a name="l00601"></a><span class="lineno">  601</span>&#160;}</div>
<div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160; </div>
<div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;EIGEN_ALWAYS_INLINE Packet1cd pcplxflip2(Packet1cd a)</div>
<div class="line"><a name="l00604"></a><span class="lineno">  604</span>&#160;{</div>
<div class="line"><a name="l00605"></a><span class="lineno">  605</span>&#160;<span class="preprocessor">#ifdef __VSX__</span></div>
<div class="line"><a name="l00606"></a><span class="lineno">  606</span>&#160;    <span class="keywordflow">return</span> Packet1cd(__builtin_vsx_xxpermdi(a.v, a.v, 2));</div>
<div class="line"><a name="l00607"></a><span class="lineno">  607</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00608"></a><span class="lineno">  608</span>&#160;    <span class="keywordflow">return</span> Packet1cd(Packet2d(vec_perm(Packet16uc(a.v), Packet16uc(a.v), p16uc_COMPLEX64_XORFLIP)));</div>
<div class="line"><a name="l00609"></a><span class="lineno">  609</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00610"></a><span class="lineno">  610</span>&#160;}</div>
<div class="line"><a name="l00611"></a><span class="lineno">  611</span>&#160; </div>
<div class="line"><a name="l00613"></a><span class="lineno">  613</span>&#160;EIGEN_ALWAYS_INLINE Packet4f pload_complex_half(std::complex&lt;float&gt;* src)</div>
<div class="line"><a name="l00614"></a><span class="lineno">  614</span>&#160;{</div>
<div class="line"><a name="l00615"></a><span class="lineno">  615</span>&#160;    Packet4f t;</div>
<div class="line"><a name="l00616"></a><span class="lineno">  616</span>&#160;<span class="preprocessor">#ifdef __VSX__</span></div>
<div class="line"><a name="l00617"></a><span class="lineno">  617</span>&#160;    <span class="comment">// Load float64/two float32 (doubleword alignment)</span></div>
<div class="line"><a name="l00618"></a><span class="lineno">  618</span>&#160;    __asm__(<span class="stringliteral">&quot;lxsdx %x0,%y1&quot;</span> : <span class="stringliteral">&quot;=wa&quot;</span> (t) : <span class="stringliteral">&quot;Z&quot;</span> (*src));</div>
<div class="line"><a name="l00619"></a><span class="lineno">  619</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00620"></a><span class="lineno">  620</span>&#160;    *<span class="keyword">reinterpret_cast&lt;</span>std::complex&lt;float&gt;*<span class="keyword">&gt;</span>(<span class="keyword">reinterpret_cast&lt;</span><span class="keywordtype">float</span>*<span class="keyword">&gt;</span>(&amp;t) + COMPLEX_DELTA) = *src;</div>
<div class="line"><a name="l00621"></a><span class="lineno">  621</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00622"></a><span class="lineno">  622</span>&#160;    <span class="keywordflow">return</span> t;</div>
<div class="line"><a name="l00623"></a><span class="lineno">  623</span>&#160;}</div>
<div class="line"><a name="l00624"></a><span class="lineno">  624</span>&#160; </div>
<div class="line"><a name="l00626"></a><span class="lineno">  626</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> RhsScalar&gt;</div>
<div class="line"><a name="l00627"></a><span class="lineno">  627</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pload_realimag(RhsScalar* src, Packet4f&amp; r, Packet4f&amp; i)</div>
<div class="line"><a name="l00628"></a><span class="lineno">  628</span>&#160;{</div>
<div class="line"><a name="l00629"></a><span class="lineno">  629</span>&#160;<span class="preprocessor">#ifdef _ARCH_PWR9</span></div>
<div class="line"><a name="l00630"></a><span class="lineno">  630</span>&#160;    __asm__(<span class="stringliteral">&quot;lxvwsx %x0,%y1&quot;</span> : <span class="stringliteral">&quot;=wa&quot;</span> (r) : <span class="stringliteral">&quot;Z&quot;</span> (*(<span class="keyword">reinterpret_cast&lt;</span><span class="keywordtype">float</span>*<span class="keyword">&gt;</span>(src) + 0)));</div>
<div class="line"><a name="l00631"></a><span class="lineno">  631</span>&#160;    __asm__(<span class="stringliteral">&quot;lxvwsx %x0,%y1&quot;</span> : <span class="stringliteral">&quot;=wa&quot;</span> (i) : <span class="stringliteral">&quot;Z&quot;</span> (*(<span class="keyword">reinterpret_cast&lt;</span><span class="keywordtype">float</span>*<span class="keyword">&gt;</span>(src) + 1)));</div>
<div class="line"><a name="l00632"></a><span class="lineno">  632</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00633"></a><span class="lineno">  633</span>&#160;    Packet4f t = pload_complex_half(src);</div>
<div class="line"><a name="l00634"></a><span class="lineno">  634</span>&#160;    r = vec_splat(t, COMPLEX_DELTA + 0);</div>
<div class="line"><a name="l00635"></a><span class="lineno">  635</span>&#160;    i = vec_splat(t, COMPLEX_DELTA + 1);</div>
<div class="line"><a name="l00636"></a><span class="lineno">  636</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00637"></a><span class="lineno">  637</span>&#160;}</div>
<div class="line"><a name="l00638"></a><span class="lineno">  638</span>&#160; </div>
<div class="line"><a name="l00639"></a><span class="lineno">  639</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> RhsScalar&gt;</div>
<div class="line"><a name="l00640"></a><span class="lineno">  640</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pload_realimag(RhsScalar* src, Packet2d&amp; r, Packet2d&amp; i)</div>
<div class="line"><a name="l00641"></a><span class="lineno">  641</span>&#160;{</div>
<div class="line"><a name="l00642"></a><span class="lineno">  642</span>&#160;<span class="preprocessor">#ifdef __VSX__</span></div>
<div class="line"><a name="l00643"></a><span class="lineno">  643</span>&#160;    __asm__(<span class="stringliteral">&quot;lxvdsx %x0,%y1&quot;</span> : <span class="stringliteral">&quot;=wa&quot;</span> (r) : <span class="stringliteral">&quot;Z&quot;</span> (*(<span class="keyword">reinterpret_cast&lt;</span><span class="keywordtype">double</span>*<span class="keyword">&gt;</span>(src) + 0)));</div>
<div class="line"><a name="l00644"></a><span class="lineno">  644</span>&#160;    __asm__(<span class="stringliteral">&quot;lxvdsx %x0,%y1&quot;</span> : <span class="stringliteral">&quot;=wa&quot;</span> (i) : <span class="stringliteral">&quot;Z&quot;</span> (*(<span class="keyword">reinterpret_cast&lt;</span><span class="keywordtype">double</span>*<span class="keyword">&gt;</span>(src) + 1)));</div>
<div class="line"><a name="l00645"></a><span class="lineno">  645</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00646"></a><span class="lineno">  646</span>&#160;    Packet2d t = ploadu&lt;Packet2d&gt;(<span class="keyword">reinterpret_cast&lt;</span><span class="keywordtype">double</span>*<span class="keyword">&gt;</span>(src));</div>
<div class="line"><a name="l00647"></a><span class="lineno">  647</span>&#160;    r = vec_splat(t, 0);</div>
<div class="line"><a name="l00648"></a><span class="lineno">  648</span>&#160;    i = vec_splat(t, 1);</div>
<div class="line"><a name="l00649"></a><span class="lineno">  649</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00650"></a><span class="lineno">  650</span>&#160;}</div>
<div class="line"><a name="l00651"></a><span class="lineno">  651</span>&#160; </div>
<div class="line"><a name="l00652"></a><span class="lineno">  652</span>&#160;<span class="preprocessor">#ifndef __POWER8_VECTOR__</span></div>
<div class="line"><a name="l00653"></a><span class="lineno">  653</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_MERGEE = { 0x00, 0x01, 0x02, 0x03, 0x10, 0x11, 0x12, 0x13, 0x08, 0x09, 0x0A, 0x0B, 0x18, 0x19, 0x1A, 0x1B };</div>
<div class="line"><a name="l00654"></a><span class="lineno">  654</span>&#160; </div>
<div class="line"><a name="l00655"></a><span class="lineno">  655</span>&#160;<span class="keyword">const</span> Packet16uc p16uc_MERGEO = { 0x04, 0x05, 0x06, 0x07, 0x14, 0x15, 0x16, 0x17, 0x0C, 0x0D, 0x0E, 0x0F, 0x1C, 0x1D, 0x1E, 0x1F };</div>
<div class="line"><a name="l00656"></a><span class="lineno">  656</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00657"></a><span class="lineno">  657</span>&#160; </div>
<div class="line"><a name="l00659"></a><span class="lineno">  659</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> RhsScalar&gt;</div>
<div class="line"><a name="l00660"></a><span class="lineno">  660</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pload_realimag_row(RhsScalar* src, Packet4f&amp; r, Packet4f&amp; i)</div>
<div class="line"><a name="l00661"></a><span class="lineno">  661</span>&#160;{</div>
<div class="line"><a name="l00662"></a><span class="lineno">  662</span>&#160;    Packet4f t = ploadu&lt;Packet4f&gt;(<span class="keyword">reinterpret_cast&lt;</span><span class="keywordtype">float</span>*<span class="keyword">&gt;</span>(src));</div>
<div class="line"><a name="l00663"></a><span class="lineno">  663</span>&#160;<span class="preprocessor">#ifdef __POWER8_VECTOR__</span></div>
<div class="line"><a name="l00664"></a><span class="lineno">  664</span>&#160;    r = vec_mergee(t, t);</div>
<div class="line"><a name="l00665"></a><span class="lineno">  665</span>&#160;    i = vec_mergeo(t, t);</div>
<div class="line"><a name="l00666"></a><span class="lineno">  666</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00667"></a><span class="lineno">  667</span>&#160;    r = vec_perm(t, t, p16uc_MERGEE);</div>
<div class="line"><a name="l00668"></a><span class="lineno">  668</span>&#160;    i = vec_perm(t, t, p16uc_MERGEO);</div>
<div class="line"><a name="l00669"></a><span class="lineno">  669</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00670"></a><span class="lineno">  670</span>&#160;}</div>
<div class="line"><a name="l00671"></a><span class="lineno">  671</span>&#160; </div>
<div class="line"><a name="l00672"></a><span class="lineno">  672</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> RhsScalar&gt;</div>
<div class="line"><a name="l00673"></a><span class="lineno">  673</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pload_realimag_row(RhsScalar* src, Packet2d&amp; r, Packet2d&amp; i)</div>
<div class="line"><a name="l00674"></a><span class="lineno">  674</span>&#160;{</div>
<div class="line"><a name="l00675"></a><span class="lineno">  675</span>&#160;    <span class="keywordflow">return</span> pload_realimag(src, r, i);</div>
<div class="line"><a name="l00676"></a><span class="lineno">  676</span>&#160;}</div>
<div class="line"><a name="l00677"></a><span class="lineno">  677</span>&#160; </div>
<div class="line"><a name="l00679"></a><span class="lineno">  679</span>&#160;EIGEN_ALWAYS_INLINE Packet4f pload_realimag_combine(std::complex&lt;float&gt;* src)</div>
<div class="line"><a name="l00680"></a><span class="lineno">  680</span>&#160;{</div>
<div class="line"><a name="l00681"></a><span class="lineno">  681</span>&#160;<span class="preprocessor">#ifdef __VSX__</span></div>
<div class="line"><a name="l00682"></a><span class="lineno">  682</span>&#160;    Packet4f ret;</div>
<div class="line"><a name="l00683"></a><span class="lineno">  683</span>&#160;    __asm__(<span class="stringliteral">&quot;lxvdsx %x0,%y1&quot;</span> : <span class="stringliteral">&quot;=wa&quot;</span> (ret) : <span class="stringliteral">&quot;Z&quot;</span> (*(<span class="keyword">reinterpret_cast&lt;</span><span class="keywordtype">double</span>*<span class="keyword">&gt;</span>(src) + 0)));</div>
<div class="line"><a name="l00684"></a><span class="lineno">  684</span>&#160;    <span class="keywordflow">return</span> ret;</div>
<div class="line"><a name="l00685"></a><span class="lineno">  685</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00686"></a><span class="lineno">  686</span>&#160;    <span class="keywordflow">return</span> Packet4f(ploaddup&lt;Packet2d&gt;(<span class="keyword">reinterpret_cast&lt;</span><span class="keywordtype">double</span> *<span class="keyword">&gt;</span>(src)));</div>
<div class="line"><a name="l00687"></a><span class="lineno">  687</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00688"></a><span class="lineno">  688</span>&#160;}</div>
<div class="line"><a name="l00689"></a><span class="lineno">  689</span>&#160; </div>
<div class="line"><a name="l00690"></a><span class="lineno">  690</span>&#160;EIGEN_ALWAYS_INLINE Packet2d pload_realimag_combine(std::complex&lt;double&gt;* src)</div>
<div class="line"><a name="l00691"></a><span class="lineno">  691</span>&#160;{</div>
<div class="line"><a name="l00692"></a><span class="lineno">  692</span>&#160;    <span class="keywordflow">return</span> ploadu&lt;Packet1cd&gt;(src).v;</div>
<div class="line"><a name="l00693"></a><span class="lineno">  693</span>&#160;}</div>
<div class="line"><a name="l00694"></a><span class="lineno">  694</span>&#160; </div>
<div class="line"><a name="l00696"></a><span class="lineno">  696</span>&#160;EIGEN_ALWAYS_INLINE Packet4f pload_realimag_combine_row(std::complex&lt;float&gt;* src)</div>
<div class="line"><a name="l00697"></a><span class="lineno">  697</span>&#160;{</div>
<div class="line"><a name="l00698"></a><span class="lineno">  698</span>&#160;    <span class="keywordflow">return</span> ploadu&lt;Packet2cf&gt;(src).v;</div>
<div class="line"><a name="l00699"></a><span class="lineno">  699</span>&#160;}</div>
<div class="line"><a name="l00700"></a><span class="lineno">  700</span>&#160; </div>
<div class="line"><a name="l00701"></a><span class="lineno">  701</span>&#160;EIGEN_ALWAYS_INLINE Packet2d pload_realimag_combine_row(std::complex&lt;double&gt;* src)</div>
<div class="line"><a name="l00702"></a><span class="lineno">  702</span>&#160;{</div>
<div class="line"><a name="l00703"></a><span class="lineno">  703</span>&#160;    <span class="keywordflow">return</span> ploadu&lt;Packet1cd&gt;(src).v;</div>
<div class="line"><a name="l00704"></a><span class="lineno">  704</span>&#160;}</div>
<div class="line"><a name="l00705"></a><span class="lineno">  705</span>&#160; </div>
<div class="line"><a name="l00707"></a><span class="lineno">  707</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResPacket&gt;</div>
<div class="line"><a name="l00708"></a><span class="lineno">  708</span>&#160;EIGEN_ALWAYS_INLINE Packet4f pload_complex(std::complex&lt;float&gt;* src)</div>
<div class="line"><a name="l00709"></a><span class="lineno">  709</span>&#160;{</div>
<div class="line"><a name="l00710"></a><span class="lineno">  710</span>&#160;    <span class="keywordflow">if</span> (GEMV_IS_SCALAR) {</div>
<div class="line"><a name="l00711"></a><span class="lineno">  711</span>&#160;        <span class="keywordflow">return</span> pload_complex_half(src);</div>
<div class="line"><a name="l00712"></a><span class="lineno">  712</span>&#160;    }</div>
<div class="line"><a name="l00713"></a><span class="lineno">  713</span>&#160;    <span class="keywordflow">else</span></div>
<div class="line"><a name="l00714"></a><span class="lineno">  714</span>&#160;    {</div>
<div class="line"><a name="l00715"></a><span class="lineno">  715</span>&#160;        <span class="keywordflow">return</span> ploadu&lt;Packet4f&gt;(<span class="keyword">reinterpret_cast&lt;</span><span class="keywordtype">float</span>*<span class="keyword">&gt;</span>(src));</div>
<div class="line"><a name="l00716"></a><span class="lineno">  716</span>&#160;    }</div>
<div class="line"><a name="l00717"></a><span class="lineno">  717</span>&#160;}</div>
<div class="line"><a name="l00718"></a><span class="lineno">  718</span>&#160; </div>
<div class="line"><a name="l00719"></a><span class="lineno">  719</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResPacket&gt;</div>
<div class="line"><a name="l00720"></a><span class="lineno">  720</span>&#160;EIGEN_ALWAYS_INLINE Packet2d pload_complex(std::complex&lt;double&gt;* src)</div>
<div class="line"><a name="l00721"></a><span class="lineno">  721</span>&#160;{</div>
<div class="line"><a name="l00722"></a><span class="lineno">  722</span>&#160;    <span class="keywordflow">return</span> ploadu&lt;Packet2d&gt;(<span class="keyword">reinterpret_cast&lt;</span><span class="keywordtype">double</span>*<span class="keyword">&gt;</span>(src));</div>
<div class="line"><a name="l00723"></a><span class="lineno">  723</span>&#160;}</div>
<div class="line"><a name="l00724"></a><span class="lineno">  724</span>&#160; </div>
<div class="line"><a name="l00726"></a><span class="lineno">  726</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResPacket&gt;</div>
<div class="line"><a name="l00727"></a><span class="lineno">  727</span>&#160;EIGEN_ALWAYS_INLINE Packet4f pload_complex(Packet2cf* src)</div>
<div class="line"><a name="l00728"></a><span class="lineno">  728</span>&#160;{</div>
<div class="line"><a name="l00729"></a><span class="lineno">  729</span>&#160;    <span class="keywordflow">return</span> src-&gt;v;</div>
<div class="line"><a name="l00730"></a><span class="lineno">  730</span>&#160;}</div>
<div class="line"><a name="l00731"></a><span class="lineno">  731</span>&#160; </div>
<div class="line"><a name="l00732"></a><span class="lineno">  732</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResPacket&gt;</div>
<div class="line"><a name="l00733"></a><span class="lineno">  733</span>&#160;EIGEN_ALWAYS_INLINE Packet2d pload_complex(Packet1cd* src)</div>
<div class="line"><a name="l00734"></a><span class="lineno">  734</span>&#160;{</div>
<div class="line"><a name="l00735"></a><span class="lineno">  735</span>&#160;    <span class="keywordflow">return</span> src-&gt;v;</div>
<div class="line"><a name="l00736"></a><span class="lineno">  736</span>&#160;}</div>
<div class="line"><a name="l00737"></a><span class="lineno">  737</span>&#160; </div>
<div class="line"><a name="l00739"></a><span class="lineno">  739</span>&#160;EIGEN_ALWAYS_INLINE Packet4f pload_complex_full(std::complex&lt;float&gt;* src)</div>
<div class="line"><a name="l00740"></a><span class="lineno">  740</span>&#160;{</div>
<div class="line"><a name="l00741"></a><span class="lineno">  741</span>&#160;    <span class="keywordflow">return</span> Packet4f(ploaddup&lt;Packet2d&gt;(<span class="keyword">reinterpret_cast&lt;</span><span class="keywordtype">double</span> *<span class="keyword">&gt;</span>(src)));</div>
<div class="line"><a name="l00742"></a><span class="lineno">  742</span>&#160;}</div>
<div class="line"><a name="l00743"></a><span class="lineno">  743</span>&#160; </div>
<div class="line"><a name="l00744"></a><span class="lineno">  744</span>&#160;EIGEN_ALWAYS_INLINE Packet2d pload_complex_full(std::complex&lt;double&gt;* src)</div>
<div class="line"><a name="l00745"></a><span class="lineno">  745</span>&#160;{</div>
<div class="line"><a name="l00746"></a><span class="lineno">  746</span>&#160;    <span class="keywordflow">return</span> ploadu&lt;Packet1cd&gt;(src).v;</div>
<div class="line"><a name="l00747"></a><span class="lineno">  747</span>&#160;}</div>
<div class="line"><a name="l00748"></a><span class="lineno">  748</span>&#160; </div>
<div class="line"><a name="l00750"></a><span class="lineno">  750</span>&#160;EIGEN_ALWAYS_INLINE Packet4f pload_complex_full_row(std::complex&lt;float&gt;* src)</div>
<div class="line"><a name="l00751"></a><span class="lineno">  751</span>&#160;{</div>
<div class="line"><a name="l00752"></a><span class="lineno">  752</span>&#160;    <span class="keywordflow">return</span> ploadu&lt;Packet2cf&gt;(src).v;</div>
<div class="line"><a name="l00753"></a><span class="lineno">  753</span>&#160;}</div>
<div class="line"><a name="l00754"></a><span class="lineno">  754</span>&#160; </div>
<div class="line"><a name="l00755"></a><span class="lineno">  755</span>&#160;EIGEN_ALWAYS_INLINE Packet2d pload_complex_full_row(std::complex&lt;double&gt;* src)</div>
<div class="line"><a name="l00756"></a><span class="lineno">  756</span>&#160;{</div>
<div class="line"><a name="l00757"></a><span class="lineno">  757</span>&#160;    <span class="keywordflow">return</span> pload_complex_full(src);</div>
<div class="line"><a name="l00758"></a><span class="lineno">  758</span>&#160;}</div>
<div class="line"><a name="l00759"></a><span class="lineno">  759</span>&#160; </div>
<div class="line"><a name="l00761"></a><span class="lineno">  761</span>&#160;EIGEN_ALWAYS_INLINE Packet4f pload_real(<span class="keywordtype">float</span>* src)</div>
<div class="line"><a name="l00762"></a><span class="lineno">  762</span>&#160;{</div>
<div class="line"><a name="l00763"></a><span class="lineno">  763</span>&#160;    <span class="keywordflow">return</span> pset1&lt;Packet4f&gt;(*src);</div>
<div class="line"><a name="l00764"></a><span class="lineno">  764</span>&#160;}</div>
<div class="line"><a name="l00765"></a><span class="lineno">  765</span>&#160; </div>
<div class="line"><a name="l00766"></a><span class="lineno">  766</span>&#160;EIGEN_ALWAYS_INLINE Packet2d pload_real(<span class="keywordtype">double</span>* src)</div>
<div class="line"><a name="l00767"></a><span class="lineno">  767</span>&#160;{</div>
<div class="line"><a name="l00768"></a><span class="lineno">  768</span>&#160;    <span class="keywordflow">return</span> pset1&lt;Packet2d&gt;(*src);</div>
<div class="line"><a name="l00769"></a><span class="lineno">  769</span>&#160;}</div>
<div class="line"><a name="l00770"></a><span class="lineno">  770</span>&#160; </div>
<div class="line"><a name="l00771"></a><span class="lineno">  771</span>&#160;EIGEN_ALWAYS_INLINE Packet4f pload_real(Packet4f&amp; src)</div>
<div class="line"><a name="l00772"></a><span class="lineno">  772</span>&#160;{</div>
<div class="line"><a name="l00773"></a><span class="lineno">  773</span>&#160;    <span class="keywordflow">return</span> src;</div>
<div class="line"><a name="l00774"></a><span class="lineno">  774</span>&#160;}</div>
<div class="line"><a name="l00775"></a><span class="lineno">  775</span>&#160; </div>
<div class="line"><a name="l00776"></a><span class="lineno">  776</span>&#160;EIGEN_ALWAYS_INLINE Packet2d pload_real(Packet2d&amp; src)</div>
<div class="line"><a name="l00777"></a><span class="lineno">  777</span>&#160;{</div>
<div class="line"><a name="l00778"></a><span class="lineno">  778</span>&#160;    <span class="keywordflow">return</span> src;</div>
<div class="line"><a name="l00779"></a><span class="lineno">  779</span>&#160;}</div>
<div class="line"><a name="l00780"></a><span class="lineno">  780</span>&#160; </div>
<div class="line"><a name="l00782"></a><span class="lineno">  782</span>&#160;EIGEN_ALWAYS_INLINE Packet4f pload_real_full(<span class="keywordtype">float</span>* src)</div>
<div class="line"><a name="l00783"></a><span class="lineno">  783</span>&#160;{</div>
<div class="line"><a name="l00784"></a><span class="lineno">  784</span>&#160;    Packet4f ret = ploadu&lt;Packet4f&gt;(src);</div>
<div class="line"><a name="l00785"></a><span class="lineno">  785</span>&#160;    <span class="keywordflow">return</span> vec_mergeh(ret, ret);</div>
<div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;}</div>
<div class="line"><a name="l00787"></a><span class="lineno">  787</span>&#160; </div>
<div class="line"><a name="l00788"></a><span class="lineno">  788</span>&#160;EIGEN_ALWAYS_INLINE Packet2d pload_real_full(<span class="keywordtype">double</span>* src)</div>
<div class="line"><a name="l00789"></a><span class="lineno">  789</span>&#160;{</div>
<div class="line"><a name="l00790"></a><span class="lineno">  790</span>&#160;    <span class="keywordflow">return</span> pload_real(src);</div>
<div class="line"><a name="l00791"></a><span class="lineno">  791</span>&#160;}</div>
<div class="line"><a name="l00792"></a><span class="lineno">  792</span>&#160; </div>
<div class="line"><a name="l00793"></a><span class="lineno">  793</span>&#160;EIGEN_ALWAYS_INLINE Packet4f pload_real_full(std::complex&lt;float&gt;* src)</div>
<div class="line"><a name="l00794"></a><span class="lineno">  794</span>&#160;{</div>
<div class="line"><a name="l00795"></a><span class="lineno">  795</span>&#160;    <span class="keywordflow">return</span> pload_complex_full(src);   <span class="comment">// Just for compilation</span></div>
<div class="line"><a name="l00796"></a><span class="lineno">  796</span>&#160;}</div>
<div class="line"><a name="l00797"></a><span class="lineno">  797</span>&#160; </div>
<div class="line"><a name="l00798"></a><span class="lineno">  798</span>&#160;EIGEN_ALWAYS_INLINE Packet2d pload_real_full(std::complex&lt;double&gt;* src)</div>
<div class="line"><a name="l00799"></a><span class="lineno">  799</span>&#160;{</div>
<div class="line"><a name="l00800"></a><span class="lineno">  800</span>&#160;    <span class="keywordflow">return</span> pload_complex_full(src);   <span class="comment">// Just for compilation</span></div>
<div class="line"><a name="l00801"></a><span class="lineno">  801</span>&#160;}</div>
<div class="line"><a name="l00802"></a><span class="lineno">  802</span>&#160; </div>
<div class="line"><a name="l00804"></a><span class="lineno">  804</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResPacket&gt;</div>
<div class="line"><a name="l00805"></a><span class="lineno">  805</span>&#160;EIGEN_ALWAYS_INLINE Packet4f pload_real_row(<span class="keywordtype">float</span>* src)</div>
<div class="line"><a name="l00806"></a><span class="lineno">  806</span>&#160;{</div>
<div class="line"><a name="l00807"></a><span class="lineno">  807</span>&#160;    <span class="keywordflow">if</span> (GEMV_IS_SCALAR) {</div>
<div class="line"><a name="l00808"></a><span class="lineno">  808</span>&#160;        <span class="keywordflow">return</span> pload_real_full(src);</div>
<div class="line"><a name="l00809"></a><span class="lineno">  809</span>&#160;    }</div>
<div class="line"><a name="l00810"></a><span class="lineno">  810</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00811"></a><span class="lineno">  811</span>&#160;        <span class="keywordflow">return</span> ploadu&lt;Packet4f&gt;(src);</div>
<div class="line"><a name="l00812"></a><span class="lineno">  812</span>&#160;    }</div>
<div class="line"><a name="l00813"></a><span class="lineno">  813</span>&#160;}</div>
<div class="line"><a name="l00814"></a><span class="lineno">  814</span>&#160; </div>
<div class="line"><a name="l00815"></a><span class="lineno">  815</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResPacket&gt;</div>
<div class="line"><a name="l00816"></a><span class="lineno">  816</span>&#160;EIGEN_ALWAYS_INLINE Packet2d pload_real_row(<span class="keywordtype">double</span>* src)</div>
<div class="line"><a name="l00817"></a><span class="lineno">  817</span>&#160;{</div>
<div class="line"><a name="l00818"></a><span class="lineno">  818</span>&#160;    <span class="keywordflow">return</span> pload_real(src);</div>
<div class="line"><a name="l00819"></a><span class="lineno">  819</span>&#160;}</div>
<div class="line"><a name="l00820"></a><span class="lineno">  820</span>&#160; </div>
<div class="line"><a name="l00821"></a><span class="lineno">  821</span>&#160;EIGEN_ALWAYS_INLINE Packet2cf padd(Packet2cf&amp; a, std::complex&lt;float&gt;&amp; b)</div>
<div class="line"><a name="l00822"></a><span class="lineno">  822</span>&#160;{</div>
<div class="line"><a name="l00823"></a><span class="lineno">  823</span>&#160;    EIGEN_UNUSED_VARIABLE(b);</div>
<div class="line"><a name="l00824"></a><span class="lineno">  824</span>&#160;    <span class="keywordflow">return</span> a;  <span class="comment">// Just for compilation</span></div>
<div class="line"><a name="l00825"></a><span class="lineno">  825</span>&#160;}</div>
<div class="line"><a name="l00826"></a><span class="lineno">  826</span>&#160; </div>
<div class="line"><a name="l00827"></a><span class="lineno">  827</span>&#160;EIGEN_ALWAYS_INLINE Packet1cd padd(Packet1cd&amp; a, std::complex&lt;double&gt;&amp; b)</div>
<div class="line"><a name="l00828"></a><span class="lineno">  828</span>&#160;{</div>
<div class="line"><a name="l00829"></a><span class="lineno">  829</span>&#160;    EIGEN_UNUSED_VARIABLE(b);</div>
<div class="line"><a name="l00830"></a><span class="lineno">  830</span>&#160;    <span class="keywordflow">return</span> a;  <span class="comment">// Just for compilation</span></div>
<div class="line"><a name="l00831"></a><span class="lineno">  831</span>&#160;}</div>
<div class="line"><a name="l00832"></a><span class="lineno">  832</span>&#160; </div>
<div class="line"><a name="l00834"></a><span class="lineno">  834</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> Scalar, <span class="keyword">typename</span> ResScalar&gt;</div>
<div class="line"><a name="l00835"></a><span class="lineno">  835</span>&#160;EIGEN_ALWAYS_INLINE Scalar pset1_realimag(ResScalar&amp; alpha, <span class="keywordtype">int</span> which, <span class="keywordtype">int</span> conj)</div>
<div class="line"><a name="l00836"></a><span class="lineno">  836</span>&#160;{</div>
<div class="line"><a name="l00837"></a><span class="lineno">  837</span>&#160;    <span class="keywordflow">return</span> (which) ? ((<a class="code" href="namespaceEigen.html#ab84f39a06a18e1ebb23f8be80345b79d">conj</a>) ? -alpha.real() : alpha.real()) : ((conj) ? -alpha.imag() : alpha.imag());</div>
<div class="line"><a name="l00838"></a><span class="lineno">  838</span>&#160;}</div>
<div class="line"><a name="l00839"></a><span class="lineno">  839</span>&#160; </div>
<div class="line"><a name="l00841"></a><span class="lineno">  841</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> Scalar, <span class="keyword">typename</span> ResScalar, <span class="keyword">typename</span> ResPacket, <span class="keywordtype">int</span> which&gt;</div>
<div class="line"><a name="l00842"></a><span class="lineno">  842</span>&#160;EIGEN_ALWAYS_INLINE Packet2cf pset1_complex(std::complex&lt;float&gt;&amp; alpha)</div>
<div class="line"><a name="l00843"></a><span class="lineno">  843</span>&#160;{</div>
<div class="line"><a name="l00844"></a><span class="lineno">  844</span>&#160;    Packet2cf ret;</div>
<div class="line"><a name="l00845"></a><span class="lineno">  845</span>&#160;    ret.v[COMPLEX_DELTA + 0] = pset1_realimag&lt;Scalar, ResScalar&gt;(alpha, (which &amp; 0x01), (which &amp; 0x04));</div>
<div class="line"><a name="l00846"></a><span class="lineno">  846</span>&#160;    ret.v[COMPLEX_DELTA + 1] = pset1_realimag&lt;Scalar, ResScalar&gt;(alpha, (which &amp; 0x02), (which &amp; 0x08));</div>
<div class="line"><a name="l00847"></a><span class="lineno">  847</span>&#160;    ret.v[2 - COMPLEX_DELTA] = ret.v[COMPLEX_DELTA + 0];</div>
<div class="line"><a name="l00848"></a><span class="lineno">  848</span>&#160;    ret.v[3 - COMPLEX_DELTA] = ret.v[COMPLEX_DELTA + 1];</div>
<div class="line"><a name="l00849"></a><span class="lineno">  849</span>&#160;    <span class="keywordflow">return</span> ret;</div>
<div class="line"><a name="l00850"></a><span class="lineno">  850</span>&#160;}</div>
<div class="line"><a name="l00851"></a><span class="lineno">  851</span>&#160; </div>
<div class="line"><a name="l00852"></a><span class="lineno">  852</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> Scalar, <span class="keyword">typename</span> ResScalar, <span class="keyword">typename</span> ResPacket, <span class="keywordtype">int</span> which&gt;</div>
<div class="line"><a name="l00853"></a><span class="lineno">  853</span>&#160;EIGEN_ALWAYS_INLINE Packet1cd pset1_complex(std::complex&lt;double&gt;&amp; alpha)</div>
<div class="line"><a name="l00854"></a><span class="lineno">  854</span>&#160;{</div>
<div class="line"><a name="l00855"></a><span class="lineno">  855</span>&#160;    Packet1cd ret;</div>
<div class="line"><a name="l00856"></a><span class="lineno">  856</span>&#160;    ret.v[0] = pset1_realimag&lt;Scalar, ResScalar&gt;(alpha, (which &amp; 0x01), (which &amp; 0x04));</div>
<div class="line"><a name="l00857"></a><span class="lineno">  857</span>&#160;    ret.v[1] = pset1_realimag&lt;Scalar, ResScalar&gt;(alpha, (which &amp; 0x02), (which &amp; 0x08));</div>
<div class="line"><a name="l00858"></a><span class="lineno">  858</span>&#160;    <span class="keywordflow">return</span> ret;</div>
<div class="line"><a name="l00859"></a><span class="lineno">  859</span>&#160;}</div>
<div class="line"><a name="l00860"></a><span class="lineno">  860</span>&#160; </div>
<div class="line"><a name="l00862"></a><span class="lineno">  862</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> Packet&gt;</div>
<div class="line"><a name="l00863"></a><span class="lineno">  863</span>&#160;EIGEN_ALWAYS_INLINE Packet pset_zero()</div>
<div class="line"><a name="l00864"></a><span class="lineno">  864</span>&#160;{</div>
<div class="line"><a name="l00865"></a><span class="lineno">  865</span>&#160;    <span class="keywordflow">return</span> pset1&lt;Packet&gt;(__UNPACK_TYPE__(Packet)(0));</div>
<div class="line"><a name="l00866"></a><span class="lineno">  866</span>&#160;}</div>
<div class="line"><a name="l00867"></a><span class="lineno">  867</span>&#160; </div>
<div class="line"><a name="l00868"></a><span class="lineno">  868</span>&#160;<span class="keyword">template</span>&lt;&gt;</div>
<div class="line"><a name="l00869"></a><span class="lineno">  869</span>&#160;EIGEN_ALWAYS_INLINE Packet2cf pset_zero&lt;Packet2cf&gt;()</div>
<div class="line"><a name="l00870"></a><span class="lineno">  870</span>&#160;{</div>
<div class="line"><a name="l00871"></a><span class="lineno">  871</span>&#160;    <span class="keywordflow">return</span> Packet2cf(pset1&lt;Packet4f&gt;(<span class="keywordtype">float</span>(0)));</div>
<div class="line"><a name="l00872"></a><span class="lineno">  872</span>&#160;}</div>
<div class="line"><a name="l00873"></a><span class="lineno">  873</span>&#160; </div>
<div class="line"><a name="l00874"></a><span class="lineno">  874</span>&#160;<span class="keyword">template</span>&lt;&gt;</div>
<div class="line"><a name="l00875"></a><span class="lineno">  875</span>&#160;EIGEN_ALWAYS_INLINE Packet1cd pset_zero&lt;Packet1cd&gt;()</div>
<div class="line"><a name="l00876"></a><span class="lineno">  876</span>&#160;{</div>
<div class="line"><a name="l00877"></a><span class="lineno">  877</span>&#160;    <span class="keywordflow">return</span> Packet1cd(pset1&lt;Packet2d&gt;(<span class="keywordtype">double</span>(0)));</div>
<div class="line"><a name="l00878"></a><span class="lineno">  878</span>&#160;}</div>
<div class="line"><a name="l00879"></a><span class="lineno">  879</span>&#160; </div>
<div class="line"><a name="l00881"></a><span class="lineno">  881</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> Packet, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket&gt;</div>
<div class="line"><a name="l00882"></a><span class="lineno">  882</span>&#160;EIGEN_ALWAYS_INLINE Packet pset_init(Packet&amp; c1)</div>
<div class="line"><a name="l00883"></a><span class="lineno">  883</span>&#160;{</div>
<div class="line"><a name="l00884"></a><span class="lineno">  884</span>&#160;    <span class="keywordflow">if</span> (GEMV_IS_COMPLEX_COMPLEX) {</div>
<div class="line"><a name="l00885"></a><span class="lineno">  885</span>&#160;        EIGEN_UNUSED_VARIABLE(c1);</div>
<div class="line"><a name="l00886"></a><span class="lineno">  886</span>&#160;        <span class="keywordflow">return</span> pset_zero&lt;Packet&gt;();</div>
<div class="line"><a name="l00887"></a><span class="lineno">  887</span>&#160;    }</div>
<div class="line"><a name="l00888"></a><span class="lineno">  888</span>&#160;    <span class="keywordflow">else</span></div>
<div class="line"><a name="l00889"></a><span class="lineno">  889</span>&#160;    {</div>
<div class="line"><a name="l00890"></a><span class="lineno">  890</span>&#160;        <span class="keywordflow">return</span> c1;  <span class="comment">// Intentionally left uninitialized</span></div>
<div class="line"><a name="l00891"></a><span class="lineno">  891</span>&#160;    }</div>
<div class="line"><a name="l00892"></a><span class="lineno">  892</span>&#160;}</div>
<div class="line"><a name="l00893"></a><span class="lineno">  893</span>&#160; </div>
<div class="line"><a name="l00894"></a><span class="lineno">  894</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> PResPacket, <span class="keyword">typename</span> ResPacket, <span class="keyword">typename</span> ResScalar, <span class="keyword">typename</span> Scalar&gt;</div>
<div class="line"><a name="l00895"></a><span class="lineno">  895</span>&#160;<span class="keyword">struct </span>alpha_store</div>
<div class="line"><a name="l00896"></a><span class="lineno">  896</span>&#160;{</div>
<div class="line"><a name="l00897"></a><span class="lineno">  897</span>&#160;    alpha_store&lt;PResPacket, ResPacket, ResScalar, Scalar&gt;(ResScalar&amp; alpha) {</div>
<div class="line"><a name="l00898"></a><span class="lineno">  898</span>&#160;        separate.r = pset1_complex&lt;Scalar, ResScalar, ResPacket, 0x3&gt;(alpha);</div>
<div class="line"><a name="l00899"></a><span class="lineno">  899</span>&#160;        separate.i = pset1_complex&lt;Scalar, ResScalar, ResPacket, 0x0&gt;(alpha);</div>
<div class="line"><a name="l00900"></a><span class="lineno">  900</span>&#160;    }</div>
<div class="line"><a name="l00901"></a><span class="lineno">  901</span>&#160;    <span class="keyword">struct </span>ri {</div>
<div class="line"><a name="l00902"></a><span class="lineno">  902</span>&#160;        PResPacket r;</div>
<div class="line"><a name="l00903"></a><span class="lineno">  903</span>&#160;        PResPacket i;</div>
<div class="line"><a name="l00904"></a><span class="lineno">  904</span>&#160;    } separate;</div>
<div class="line"><a name="l00905"></a><span class="lineno">  905</span>&#160;};</div>
<div class="line"><a name="l00906"></a><span class="lineno">  906</span>&#160; </div>
<div class="line"><a name="l00908"></a><span class="lineno">  908</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> AlphaData&gt;</div>
<div class="line"><a name="l00909"></a><span class="lineno">  909</span>&#160;EIGEN_ALWAYS_INLINE ScalarPacket pmadd_complex(ScalarPacket&amp; c0, ScalarPacket&amp; c2, ScalarPacket&amp; c4, AlphaData&amp; b0)</div>
<div class="line"><a name="l00910"></a><span class="lineno">  910</span>&#160;{</div>
<div class="line"><a name="l00911"></a><span class="lineno">  911</span>&#160;    <span class="keywordflow">return</span> pmadd(c2, b0.separate.i.v, pmadd(c0, b0.separate.r.v, c4));</div>
<div class="line"><a name="l00912"></a><span class="lineno">  912</span>&#160;}</div>
<div class="line"><a name="l00913"></a><span class="lineno">  913</span>&#160; </div>
<div class="line"><a name="l00915"></a><span class="lineno">  915</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> Scalar, <span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> PResPacket, <span class="keyword">typename</span> ResPacket, <span class="keyword">typename</span> ResScalar, <span class="keyword">typename</span> AlphaData&gt;</div>
<div class="line"><a name="l00916"></a><span class="lineno">  916</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pstoreu_pmadd_complex(PResPacket&amp; c0, AlphaData&amp; b0, ResScalar* res)</div>
<div class="line"><a name="l00917"></a><span class="lineno">  917</span>&#160;{</div>
<div class="line"><a name="l00918"></a><span class="lineno">  918</span>&#160;    PResPacket c2 = pcplxflipconj(c0);</div>
<div class="line"><a name="l00919"></a><span class="lineno">  919</span>&#160;    <span class="keywordflow">if</span> (GEMV_IS_SCALAR) {</div>
<div class="line"><a name="l00920"></a><span class="lineno">  920</span>&#160;        ScalarPacket c4 = ploadu&lt;ScalarPacket&gt;(<span class="keyword">reinterpret_cast&lt;</span>Scalar*<span class="keyword">&gt;</span>(res));</div>
<div class="line"><a name="l00921"></a><span class="lineno">  921</span>&#160;        ScalarPacket c3 = pmadd_complex&lt;ScalarPacket, AlphaData&gt;(c0.v, c2.v, c4, b0);</div>
<div class="line"><a name="l00922"></a><span class="lineno">  922</span>&#160;        pstoreu(<span class="keyword">reinterpret_cast&lt;</span>Scalar*<span class="keyword">&gt;</span>(res), c3);</div>
<div class="line"><a name="l00923"></a><span class="lineno">  923</span>&#160;    } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00924"></a><span class="lineno">  924</span>&#160;        ScalarPacket c4 = pload_complex&lt;ResPacket&gt;(res);</div>
<div class="line"><a name="l00925"></a><span class="lineno">  925</span>&#160;        PResPacket c3 = PResPacket(pmadd_complex&lt;ScalarPacket, AlphaData&gt;(c0.v, c2.v, c4, b0));</div>
<div class="line"><a name="l00926"></a><span class="lineno">  926</span>&#160;        pstoreu(res, c3);</div>
<div class="line"><a name="l00927"></a><span class="lineno">  927</span>&#160;    }</div>
<div class="line"><a name="l00928"></a><span class="lineno">  928</span>&#160;}</div>
<div class="line"><a name="l00929"></a><span class="lineno">  929</span>&#160; </div>
<div class="line"><a name="l00930"></a><span class="lineno">  930</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> Index, <span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> PResPacket, <span class="keyword">typename</span> ResPacket, <span class="keyword">typename</span> ResScalar, <span class="keyword">typename</span> AlphaData, Index ResPacketSize, Index iter2&gt;</div>
<div class="line"><a name="l00931"></a><span class="lineno">  931</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pstoreu_pmadd_complex(PResPacket&amp; c0, PResPacket&amp; c1, AlphaData&amp; b0, ResScalar* res)</div>
<div class="line"><a name="l00932"></a><span class="lineno">  932</span>&#160;{</div>
<div class="line"><a name="l00933"></a><span class="lineno">  933</span>&#160;    PResPacket c2 = pcplxflipconj(c0);</div>
<div class="line"><a name="l00934"></a><span class="lineno">  934</span>&#160;    PResPacket c3 = pcplxflipconj(c1);</div>
<div class="line"><a name="l00935"></a><span class="lineno">  935</span>&#160;<span class="preprocessor">#if EIGEN_COMP_LLVM || !defined(_ARCH_PWR10)</span></div>
<div class="line"><a name="l00936"></a><span class="lineno">  936</span>&#160;    ScalarPacket c4 = pload_complex&lt;ResPacket&gt;(res + (iter2 * ResPacketSize));</div>
<div class="line"><a name="l00937"></a><span class="lineno">  937</span>&#160;    ScalarPacket c5 = pload_complex&lt;ResPacket&gt;(res + ((iter2 + 1) * ResPacketSize));</div>
<div class="line"><a name="l00938"></a><span class="lineno">  938</span>&#160;    PResPacket c6 = PResPacket(pmadd_complex&lt;ScalarPacket, AlphaData&gt;(c0.v, c2.v, c4, b0));</div>
<div class="line"><a name="l00939"></a><span class="lineno">  939</span>&#160;    PResPacket c7 = PResPacket(pmadd_complex&lt;ScalarPacket, AlphaData&gt;(c1.v, c3.v, c5, b0));</div>
<div class="line"><a name="l00940"></a><span class="lineno">  940</span>&#160;    pstoreu(res + (iter2 * ResPacketSize), c6);</div>
<div class="line"><a name="l00941"></a><span class="lineno">  941</span>&#160;    pstoreu(res + ((iter2 + 1) * ResPacketSize), c7);</div>
<div class="line"><a name="l00942"></a><span class="lineno">  942</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00943"></a><span class="lineno">  943</span>&#160;    __vector_pair a = *<span class="keyword">reinterpret_cast&lt;</span>__vector_pair *<span class="keyword">&gt;</span>(res + (iter2 * ResPacketSize));</div>
<div class="line"><a name="l00944"></a><span class="lineno">  944</span>&#160;    <span class="keywordflow">if</span> (GEMV_IS_COMPLEX_FLOAT) {</div>
<div class="line"><a name="l00945"></a><span class="lineno">  945</span>&#160;        __asm__ (<span class="stringliteral">&quot;xvmaddasp %L0,%x1,%x2\n\txvmaddasp %0,%x1,%x3&quot;</span> : <span class="stringliteral">&quot;+&amp;d&quot;</span> (a) : <span class="stringliteral">&quot;wa&quot;</span> (b0.separate.r.v), <span class="stringliteral">&quot;wa&quot;</span> (c0.v), <span class="stringliteral">&quot;wa&quot;</span> (c1.v));</div>
<div class="line"><a name="l00946"></a><span class="lineno">  946</span>&#160;        __asm__ (<span class="stringliteral">&quot;xvmaddasp %L0,%x1,%x2\n\txvmaddasp %0,%x1,%x3&quot;</span> : <span class="stringliteral">&quot;+&amp;d&quot;</span> (a) : <span class="stringliteral">&quot;wa&quot;</span> (b0.separate.i.v), <span class="stringliteral">&quot;wa&quot;</span> (c2.v), <span class="stringliteral">&quot;wa&quot;</span> (c3.v));</div>
<div class="line"><a name="l00947"></a><span class="lineno">  947</span>&#160;    } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00948"></a><span class="lineno">  948</span>&#160;        __asm__ (<span class="stringliteral">&quot;xvmaddadp %L0,%x1,%x2\n\txvmaddadp %0,%x1,%x3&quot;</span> : <span class="stringliteral">&quot;+&amp;d&quot;</span> (a) : <span class="stringliteral">&quot;wa&quot;</span> (b0.separate.r.v), <span class="stringliteral">&quot;wa&quot;</span> (c0.v), <span class="stringliteral">&quot;wa&quot;</span> (c1.v));</div>
<div class="line"><a name="l00949"></a><span class="lineno">  949</span>&#160;        __asm__ (<span class="stringliteral">&quot;xvmaddadp %L0,%x1,%x2\n\txvmaddadp %0,%x1,%x3&quot;</span> : <span class="stringliteral">&quot;+&amp;d&quot;</span> (a) : <span class="stringliteral">&quot;wa&quot;</span> (b0.separate.i.v), <span class="stringliteral">&quot;wa&quot;</span> (c2.v), <span class="stringliteral">&quot;wa&quot;</span> (c3.v));</div>
<div class="line"><a name="l00950"></a><span class="lineno">  950</span>&#160;    }</div>
<div class="line"><a name="l00951"></a><span class="lineno">  951</span>&#160;    *<span class="keyword">reinterpret_cast&lt;</span>__vector_pair *<span class="keyword">&gt;</span>(res + (iter2 * ResPacketSize)) = a;</div>
<div class="line"><a name="l00952"></a><span class="lineno">  952</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00953"></a><span class="lineno">  953</span>&#160;}</div>
<div class="line"><a name="l00954"></a><span class="lineno">  954</span>&#160; </div>
<div class="line"><a name="l00956"></a><span class="lineno">  956</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> Scalar, <span class="keyword">typename</span> LhsScalar, <span class="keyword">typename</span> LhsMapper, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> Index&gt;</div>
<div class="line"><a name="l00957"></a><span class="lineno">  957</span>&#160;EIGEN_ALWAYS_INLINE LhsPacket loadLhsPacket(LhsMapper&amp; lhs, Index i, Index j)</div>
<div class="line"><a name="l00958"></a><span class="lineno">  958</span>&#160;{</div>
<div class="line"><a name="l00959"></a><span class="lineno">  959</span>&#160;    <span class="keywordflow">if</span> (<span class="keyword">sizeof</span>(Scalar) == <span class="keyword">sizeof</span>(LhsScalar)) {</div>
<div class="line"><a name="l00960"></a><span class="lineno">  960</span>&#160;        <span class="keyword">const</span> LhsScalar&amp; src = lhs(i + 0, j);</div>
<div class="line"><a name="l00961"></a><span class="lineno">  961</span>&#160;        <span class="keywordflow">return</span> LhsPacket(pload_real_full(<span class="keyword">const_cast&lt;</span>LhsScalar*<span class="keyword">&gt;</span>(&amp;src)));</div>
<div class="line"><a name="l00962"></a><span class="lineno">  962</span>&#160;    }</div>
<div class="line"><a name="l00963"></a><span class="lineno">  963</span>&#160;    <span class="keywordflow">return</span> lhs.template load&lt;LhsPacket, Unaligned&gt;(i + 0, j);</div>
<div class="line"><a name="l00964"></a><span class="lineno">  964</span>&#160;}</div>
<div class="line"><a name="l00965"></a><span class="lineno">  965</span>&#160; </div>
<div class="line"><a name="l00967"></a><span class="lineno">  967</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ComplexPacket, <span class="keyword">typename</span> RealPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs, <span class="keywordtype">bool</span> Negate&gt;</div>
<div class="line"><a name="l00968"></a><span class="lineno">  968</span>&#160;EIGEN_ALWAYS_INLINE RealPacket pmadd_complex_complex(RealPacket&amp; a, RealPacket&amp; b, RealPacket&amp; c)</div>
<div class="line"><a name="l00969"></a><span class="lineno">  969</span>&#160;{</div>
<div class="line"><a name="l00970"></a><span class="lineno">  970</span>&#160;    <span class="keywordflow">if</span> (ConjugateLhs &amp;&amp; ConjugateRhs) {</div>
<div class="line"><a name="l00971"></a><span class="lineno">  971</span>&#160;        <span class="keywordflow">return</span> vec_madd(a, pconj2(ComplexPacket(b)).v, c);</div>
<div class="line"><a name="l00972"></a><span class="lineno">  972</span>&#160;    }</div>
<div class="line"><a name="l00973"></a><span class="lineno">  973</span>&#160;    <span class="keywordflow">else</span> <span class="keywordflow">if</span> (Negate &amp;&amp; !ConjugateLhs &amp;&amp; ConjugateRhs) {</div>
<div class="line"><a name="l00974"></a><span class="lineno">  974</span>&#160;        <span class="keywordflow">return</span> vec_nmsub(a, b, c);</div>
<div class="line"><a name="l00975"></a><span class="lineno">  975</span>&#160;    }</div>
<div class="line"><a name="l00976"></a><span class="lineno">  976</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00977"></a><span class="lineno">  977</span>&#160;        <span class="keywordflow">return</span> vec_madd(a, b, c);</div>
<div class="line"><a name="l00978"></a><span class="lineno">  978</span>&#160;    }</div>
<div class="line"><a name="l00979"></a><span class="lineno">  979</span>&#160;}</div>
<div class="line"><a name="l00980"></a><span class="lineno">  980</span>&#160; </div>
<div class="line"><a name="l00982"></a><span class="lineno">  982</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ComplexPacket, <span class="keyword">typename</span> RealPacket, <span class="keywordtype">bool</span> Conjugate&gt;</div>
<div class="line"><a name="l00983"></a><span class="lineno">  983</span>&#160;EIGEN_ALWAYS_INLINE RealPacket pmadd_complex_real(RealPacket&amp; a, RealPacket&amp; b, RealPacket&amp; c)</div>
<div class="line"><a name="l00984"></a><span class="lineno">  984</span>&#160;{</div>
<div class="line"><a name="l00985"></a><span class="lineno">  985</span>&#160;    <span class="keywordflow">if</span> (Conjugate) {</div>
<div class="line"><a name="l00986"></a><span class="lineno">  986</span>&#160;        <span class="keywordflow">return</span> vec_madd(a, pconj2(ComplexPacket(b)).v, c);</div>
<div class="line"><a name="l00987"></a><span class="lineno">  987</span>&#160;    }</div>
<div class="line"><a name="l00988"></a><span class="lineno">  988</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00989"></a><span class="lineno">  989</span>&#160;        <span class="keywordflow">return</span> vec_madd(a, b, c);</div>
<div class="line"><a name="l00990"></a><span class="lineno">  990</span>&#160;    }</div>
<div class="line"><a name="l00991"></a><span class="lineno">  991</span>&#160;}</div>
<div class="line"><a name="l00992"></a><span class="lineno">  992</span>&#160; </div>
<div class="line"><a name="l00993"></a><span class="lineno">  993</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsScalar, <span class="keyword">typename</span> RhsPacket, <span class="keyword">typename</span> PResPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs, <span class="keywordtype">int</span> StorageOrder&gt;</div>
<div class="line"><a name="l00994"></a><span class="lineno">  994</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> gemv_mult_generic(LhsPacket&amp; a0, RhsScalar* b, PResPacket&amp; c0)</div>
<div class="line"><a name="l00995"></a><span class="lineno">  995</span>&#160;{</div>
<div class="line"><a name="l00996"></a><span class="lineno">  996</span>&#160;    conj_helper&lt;LhsPacket, RhsPacket, ConjugateLhs, ConjugateRhs&gt; pcj;</div>
<div class="line"><a name="l00997"></a><span class="lineno">  997</span>&#160;    RhsPacket b0;</div>
<div class="line"><a name="l00998"></a><span class="lineno">  998</span>&#160;    <span class="keywordflow">if</span> (StorageOrder == <a class="code" href="group__enums.html#ggaacded1a18ae58b0f554751f6cdf9eb13a0103672ae41005ab03b4176c765afd62">ColMajor</a>) {</div>
<div class="line"><a name="l00999"></a><span class="lineno">  999</span>&#160;        b0 = pset1&lt;RhsPacket&gt;(*b);</div>
<div class="line"><a name="l01000"></a><span class="lineno"> 1000</span>&#160;    }</div>
<div class="line"><a name="l01001"></a><span class="lineno"> 1001</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01002"></a><span class="lineno"> 1002</span>&#160;        b0 = ploadu&lt;RhsPacket&gt;(b);</div>
<div class="line"><a name="l01003"></a><span class="lineno"> 1003</span>&#160;    }</div>
<div class="line"><a name="l01004"></a><span class="lineno"> 1004</span>&#160;    c0 = pcj.pmadd(a0, b0, c0);</div>
<div class="line"><a name="l01005"></a><span class="lineno"> 1005</span>&#160;}</div>
<div class="line"><a name="l01006"></a><span class="lineno"> 1006</span>&#160; </div>
<div class="line"><a name="l01008"></a><span class="lineno"> 1008</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsScalar, <span class="keyword">typename</span> RhsPacket, <span class="keyword">typename</span> PResPacket, <span class="keyword">typename</span> ResPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs, <span class="keywordtype">int</span> StorageOrder&gt;</div>
<div class="line"><a name="l01009"></a><span class="lineno"> 1009</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> gemv_mult_complex_complex(LhsPacket&amp; a0, RhsScalar* b, PResPacket&amp; c0, ResPacket&amp; c1)</div>
<div class="line"><a name="l01010"></a><span class="lineno"> 1010</span>&#160;{</div>
<div class="line"><a name="l01011"></a><span class="lineno"> 1011</span>&#160;    ScalarPacket br, bi;</div>
<div class="line"><a name="l01012"></a><span class="lineno"> 1012</span>&#160;    <span class="keywordflow">if</span> (StorageOrder == <a class="code" href="group__enums.html#ggaacded1a18ae58b0f554751f6cdf9eb13a0103672ae41005ab03b4176c765afd62">ColMajor</a>) {</div>
<div class="line"><a name="l01013"></a><span class="lineno"> 1013</span>&#160;        pload_realimag&lt;RhsScalar&gt;(b, br, bi);</div>
<div class="line"><a name="l01014"></a><span class="lineno"> 1014</span>&#160;    }</div>
<div class="line"><a name="l01015"></a><span class="lineno"> 1015</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01016"></a><span class="lineno"> 1016</span>&#160;        pload_realimag_row&lt;RhsScalar&gt;(b, br, bi);</div>
<div class="line"><a name="l01017"></a><span class="lineno"> 1017</span>&#160;    }</div>
<div class="line"><a name="l01018"></a><span class="lineno"> 1018</span>&#160;    <span class="keywordflow">if</span> (ConjugateLhs &amp;&amp; !ConjugateRhs) a0 = pconj2(a0);</div>
<div class="line"><a name="l01019"></a><span class="lineno"> 1019</span>&#160;    LhsPacket a1 = pcplxflipconj(a0);</div>
<div class="line"><a name="l01020"></a><span class="lineno"> 1020</span>&#160;    ScalarPacket cr = pmadd_complex_complex&lt;LhsPacket, ScalarPacket, ConjugateLhs, ConjugateRhs, false&gt;(a0.v, br, c0.v);</div>
<div class="line"><a name="l01021"></a><span class="lineno"> 1021</span>&#160;    ScalarPacket ci = pmadd_complex_complex&lt;LhsPacket, ScalarPacket, ConjugateLhs, ConjugateRhs, true&gt;(a1.v, bi, c1.v);</div>
<div class="line"><a name="l01022"></a><span class="lineno"> 1022</span>&#160;    c1 = ResPacket(ci);</div>
<div class="line"><a name="l01023"></a><span class="lineno"> 1023</span>&#160;    c0 = PResPacket(cr);</div>
<div class="line"><a name="l01024"></a><span class="lineno"> 1024</span>&#160;}</div>
<div class="line"><a name="l01025"></a><span class="lineno"> 1025</span>&#160; </div>
<div class="line"><a name="l01027"></a><span class="lineno"> 1027</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsScalar, <span class="keyword">typename</span> RhsPacket, <span class="keyword">typename</span> PResPacket, <span class="keyword">typename</span> ResPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs, <span class="keywordtype">int</span> StorageOrder&gt;</div>
<div class="line"><a name="l01028"></a><span class="lineno"> 1028</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> gemv_mult_real_complex(LhsPacket&amp; a0, RhsScalar* b, PResPacket&amp; c0)</div>
<div class="line"><a name="l01029"></a><span class="lineno"> 1029</span>&#160;{</div>
<div class="line"><a name="l01030"></a><span class="lineno"> 1030</span>&#160;    ScalarPacket b0;</div>
<div class="line"><a name="l01031"></a><span class="lineno"> 1031</span>&#160;    <span class="keywordflow">if</span> (StorageOrder == <a class="code" href="group__enums.html#ggaacded1a18ae58b0f554751f6cdf9eb13a0103672ae41005ab03b4176c765afd62">ColMajor</a>) {</div>
<div class="line"><a name="l01032"></a><span class="lineno"> 1032</span>&#160;        b0 = pload_complex_full(b);</div>
<div class="line"><a name="l01033"></a><span class="lineno"> 1033</span>&#160;    }</div>
<div class="line"><a name="l01034"></a><span class="lineno"> 1034</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01035"></a><span class="lineno"> 1035</span>&#160;        b0 = pload_complex_full_row(b);</div>
<div class="line"><a name="l01036"></a><span class="lineno"> 1036</span>&#160;    }</div>
<div class="line"><a name="l01037"></a><span class="lineno"> 1037</span>&#160;    ScalarPacket cri = pmadd_complex_real&lt;PResPacket, ScalarPacket, ConjugateRhs&gt;(a0, b0, c0.v);</div>
<div class="line"><a name="l01038"></a><span class="lineno"> 1038</span>&#160;    c0 = PResPacket(cri);</div>
<div class="line"><a name="l01039"></a><span class="lineno"> 1039</span>&#160;}</div>
<div class="line"><a name="l01040"></a><span class="lineno"> 1040</span>&#160; </div>
<div class="line"><a name="l01042"></a><span class="lineno"> 1042</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsScalar, <span class="keyword">typename</span> RhsPacket, <span class="keyword">typename</span> PResPacket, <span class="keyword">typename</span> ResPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs, <span class="keywordtype">int</span> StorageOrder&gt;</div>
<div class="line"><a name="l01043"></a><span class="lineno"> 1043</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> gemv_mult_complex_real(LhsPacket&amp; a0, RhsScalar* b, PResPacket&amp; c0)</div>
<div class="line"><a name="l01044"></a><span class="lineno"> 1044</span>&#160;{</div>
<div class="line"><a name="l01045"></a><span class="lineno"> 1045</span>&#160;    ScalarPacket a1 = pload_complex&lt;ResPacket&gt;(&amp;a0);</div>
<div class="line"><a name="l01046"></a><span class="lineno"> 1046</span>&#160;    ScalarPacket b0;</div>
<div class="line"><a name="l01047"></a><span class="lineno"> 1047</span>&#160;    <span class="keywordflow">if</span> (StorageOrder == <a class="code" href="group__enums.html#ggaacded1a18ae58b0f554751f6cdf9eb13a0103672ae41005ab03b4176c765afd62">ColMajor</a>) {</div>
<div class="line"><a name="l01048"></a><span class="lineno"> 1048</span>&#160;        b0 = pload_real(b);</div>
<div class="line"><a name="l01049"></a><span class="lineno"> 1049</span>&#160;    }</div>
<div class="line"><a name="l01050"></a><span class="lineno"> 1050</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01051"></a><span class="lineno"> 1051</span>&#160;        b0 = pload_real_row&lt;ResPacket&gt;(b);</div>
<div class="line"><a name="l01052"></a><span class="lineno"> 1052</span>&#160;    }</div>
<div class="line"><a name="l01053"></a><span class="lineno"> 1053</span>&#160;    ScalarPacket cri = pmadd_complex_real&lt;PResPacket, ScalarPacket, ConjugateLhs&gt;(a1, b0, c0.v);</div>
<div class="line"><a name="l01054"></a><span class="lineno"> 1054</span>&#160;    c0 = PResPacket(cri);</div>
<div class="line"><a name="l01055"></a><span class="lineno"> 1055</span>&#160;}</div>
<div class="line"><a name="l01056"></a><span class="lineno"> 1056</span>&#160; </div>
<div class="line"><a name="l01057"></a><span class="lineno"> 1057</span>&#160;<span class="preprocessor">#define GEMV_MULT_COMPLEX_COMPLEX(LhsType, RhsType, ResType) \</span></div>
<div class="line"><a name="l01058"></a><span class="lineno"> 1058</span>&#160;<span class="preprocessor">template&lt;typename ScalarPacket, typename LhsPacket, typename RhsScalar, typename RhsPacket, typename PResPacket, typename ResPacket, bool ConjugateLhs, bool ConjugateRhs, int StorageOrder&gt; \</span></div>
<div class="line"><a name="l01059"></a><span class="lineno"> 1059</span>&#160;<span class="preprocessor">EIGEN_ALWAYS_INLINE void gemv_mult_complex(LhsType&amp; a0, RhsType* b, ResType&amp; c0, ResType&amp; c1) \</span></div>
<div class="line"><a name="l01060"></a><span class="lineno"> 1060</span>&#160;<span class="preprocessor">{ \</span></div>
<div class="line"><a name="l01061"></a><span class="lineno"> 1061</span>&#160;<span class="preprocessor">    gemv_mult_complex_complex&lt;ScalarPacket, LhsPacket, RhsScalar, RhsPacket, PResPacket, ResPacket, ConjugateLhs, ConjugateRhs, StorageOrder&gt;(a0, b, c0, c1); \</span></div>
<div class="line"><a name="l01062"></a><span class="lineno"> 1062</span>&#160;<span class="preprocessor">}</span></div>
<div class="line"><a name="l01063"></a><span class="lineno"> 1063</span>&#160; </div>
<div class="line"><a name="l01064"></a><span class="lineno"> 1064</span>&#160;GEMV_MULT_COMPLEX_COMPLEX(Packet2cf, std::complex&lt;float&gt;,  Packet2cf)</div>
<div class="line"><a name="l01065"></a><span class="lineno"> 1065</span>&#160;GEMV_MULT_COMPLEX_COMPLEX(Packet1cd, std::complex&lt;double&gt;, Packet1cd)</div>
<div class="line"><a name="l01066"></a><span class="lineno"> 1066</span>&#160; </div>
<div class="line"><a name="l01067"></a><span class="lineno"> 1067</span>&#160;<span class="preprocessor">#define GEMV_MULT_REAL_COMPLEX(LhsType, RhsType, ResType) \</span></div>
<div class="line"><a name="l01068"></a><span class="lineno"> 1068</span>&#160;<span class="preprocessor">template&lt;typename ScalarPacket, typename LhsPacket, typename RhsScalar, typename RhsPacket, typename PResPacket, typename ResPacket, bool ConjugateLhs, bool ConjugateRhs, int StorageOrder&gt; \</span></div>
<div class="line"><a name="l01069"></a><span class="lineno"> 1069</span>&#160;<span class="preprocessor">EIGEN_ALWAYS_INLINE void gemv_mult_complex(LhsType&amp; a0, RhsType* b, ResType&amp; c0, RhsType&amp;) \</span></div>
<div class="line"><a name="l01070"></a><span class="lineno"> 1070</span>&#160;<span class="preprocessor">{ \</span></div>
<div class="line"><a name="l01071"></a><span class="lineno"> 1071</span>&#160;<span class="preprocessor">    gemv_mult_real_complex&lt;ScalarPacket, LhsPacket, RhsScalar, RhsPacket, PResPacket, ResPacket, ConjugateLhs, ConjugateRhs, StorageOrder&gt;(a0, b, c0); \</span></div>
<div class="line"><a name="l01072"></a><span class="lineno"> 1072</span>&#160;<span class="preprocessor">}</span></div>
<div class="line"><a name="l01073"></a><span class="lineno"> 1073</span>&#160; </div>
<div class="line"><a name="l01074"></a><span class="lineno"> 1074</span>&#160;GEMV_MULT_REAL_COMPLEX(<span class="keywordtype">float</span>,    std::complex&lt;float&gt;,  Packet2cf)</div>
<div class="line"><a name="l01075"></a><span class="lineno"> 1075</span>&#160;GEMV_MULT_REAL_COMPLEX(<span class="keywordtype">double</span>,   std::complex&lt;double&gt;, Packet1cd)</div>
<div class="line"><a name="l01076"></a><span class="lineno"> 1076</span>&#160;GEMV_MULT_REAL_COMPLEX(Packet4f, std::complex&lt;float&gt;,  Packet2cf)</div>
<div class="line"><a name="l01077"></a><span class="lineno"> 1077</span>&#160;GEMV_MULT_REAL_COMPLEX(Packet2d, std::complex&lt;double&gt;, Packet1cd)</div>
<div class="line"><a name="l01078"></a><span class="lineno"> 1078</span>&#160; </div>
<div class="line"><a name="l01079"></a><span class="lineno"> 1079</span>&#160;<span class="preprocessor">#define GEMV_MULT_COMPLEX_REAL(LhsType, RhsType, ResType1, ResType2) \</span></div>
<div class="line"><a name="l01080"></a><span class="lineno"> 1080</span>&#160;<span class="preprocessor">template&lt;typename ScalarPacket, typename LhsPacket, typename RhsScalar, typename RhsPacket, typename PResPacket, typename ResPacket, bool ConjugateLhs, bool ConjugateRhs, int StorageOrder&gt; \</span></div>
<div class="line"><a name="l01081"></a><span class="lineno"> 1081</span>&#160;<span class="preprocessor">EIGEN_ALWAYS_INLINE void gemv_mult_complex(LhsType&amp; a0, RhsType* b, ResType1&amp; c0, ResType2&amp;) \</span></div>
<div class="line"><a name="l01082"></a><span class="lineno"> 1082</span>&#160;<span class="preprocessor">{ \</span></div>
<div class="line"><a name="l01083"></a><span class="lineno"> 1083</span>&#160;<span class="preprocessor">    gemv_mult_complex_real&lt;ScalarPacket, LhsPacket, RhsScalar, RhsPacket, PResPacket, ResPacket, ConjugateLhs, ConjugateRhs, StorageOrder&gt;(a0, b, c0); \</span></div>
<div class="line"><a name="l01084"></a><span class="lineno"> 1084</span>&#160;<span class="preprocessor">}</span></div>
<div class="line"><a name="l01085"></a><span class="lineno"> 1085</span>&#160; </div>
<div class="line"><a name="l01086"></a><span class="lineno"> 1086</span>&#160;GEMV_MULT_COMPLEX_REAL(Packet2cf,             <span class="keywordtype">float</span>, Packet2cf, std::complex&lt;float&gt;)</div>
<div class="line"><a name="l01087"></a><span class="lineno"> 1087</span>&#160;GEMV_MULT_COMPLEX_REAL(Packet1cd,            <span class="keywordtype">double</span>, Packet1cd, std::complex&lt;double&gt;)</div>
<div class="line"><a name="l01088"></a><span class="lineno"> 1088</span>&#160;GEMV_MULT_COMPLEX_REAL(std::complex&lt;float&gt;,   <span class="keywordtype">float</span>, Packet2cf, std::complex&lt;float&gt;)</div>
<div class="line"><a name="l01089"></a><span class="lineno"> 1089</span>&#160;GEMV_MULT_COMPLEX_REAL(std::complex&lt;double&gt;, <span class="keywordtype">double</span>, Packet1cd, std::complex&lt;double&gt;)</div>
<div class="line"><a name="l01090"></a><span class="lineno"> 1090</span>&#160; </div>
<div class="line"><a name="l01091"></a><span class="lineno"> 1091</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l01093"></a><span class="lineno"> 1093</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> T&gt;</div>
<div class="line"><a name="l01094"></a><span class="lineno"> 1094</span>&#160;EIGEN_ALWAYS_INLINE T convertReal(T a)</div>
<div class="line"><a name="l01095"></a><span class="lineno"> 1095</span>&#160;{</div>
<div class="line"><a name="l01096"></a><span class="lineno"> 1096</span>&#160;    <span class="keywordflow">return</span> a;</div>
<div class="line"><a name="l01097"></a><span class="lineno"> 1097</span>&#160;}</div>
<div class="line"><a name="l01098"></a><span class="lineno"> 1098</span>&#160; </div>
<div class="line"><a name="l01099"></a><span class="lineno"> 1099</span>&#160;EIGEN_ALWAYS_INLINE Packet4f convertReal(Packet2cf a)</div>
<div class="line"><a name="l01100"></a><span class="lineno"> 1100</span>&#160;{</div>
<div class="line"><a name="l01101"></a><span class="lineno"> 1101</span>&#160;    <span class="keywordflow">return</span> a.v;</div>
<div class="line"><a name="l01102"></a><span class="lineno"> 1102</span>&#160;}</div>
<div class="line"><a name="l01103"></a><span class="lineno"> 1103</span>&#160; </div>
<div class="line"><a name="l01104"></a><span class="lineno"> 1104</span>&#160;EIGEN_ALWAYS_INLINE Packet2d convertReal(Packet1cd a)</div>
<div class="line"><a name="l01105"></a><span class="lineno"> 1105</span>&#160;{</div>
<div class="line"><a name="l01106"></a><span class="lineno"> 1106</span>&#160;    <span class="keywordflow">return</span> a.v;</div>
<div class="line"><a name="l01107"></a><span class="lineno"> 1107</span>&#160;}</div>
<div class="line"><a name="l01108"></a><span class="lineno"> 1108</span>&#160; </div>
<div class="line"><a name="l01110"></a><span class="lineno"> 1110</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> T&gt;</div>
<div class="line"><a name="l01111"></a><span class="lineno"> 1111</span>&#160;EIGEN_ALWAYS_INLINE T convertComplex(T a)</div>
<div class="line"><a name="l01112"></a><span class="lineno"> 1112</span>&#160;{</div>
<div class="line"><a name="l01113"></a><span class="lineno"> 1113</span>&#160;    <span class="keywordflow">return</span> a;</div>
<div class="line"><a name="l01114"></a><span class="lineno"> 1114</span>&#160;}</div>
<div class="line"><a name="l01115"></a><span class="lineno"> 1115</span>&#160; </div>
<div class="line"><a name="l01116"></a><span class="lineno"> 1116</span>&#160;EIGEN_ALWAYS_INLINE Packet2cf convertComplex(Packet4f a)</div>
<div class="line"><a name="l01117"></a><span class="lineno"> 1117</span>&#160;{</div>
<div class="line"><a name="l01118"></a><span class="lineno"> 1118</span>&#160;    <span class="keywordflow">return</span> Packet2cf(a);</div>
<div class="line"><a name="l01119"></a><span class="lineno"> 1119</span>&#160;}</div>
<div class="line"><a name="l01120"></a><span class="lineno"> 1120</span>&#160; </div>
<div class="line"><a name="l01121"></a><span class="lineno"> 1121</span>&#160;EIGEN_ALWAYS_INLINE Packet1cd convertComplex(Packet2d a)</div>
<div class="line"><a name="l01122"></a><span class="lineno"> 1122</span>&#160;{</div>
<div class="line"><a name="l01123"></a><span class="lineno"> 1123</span>&#160;    <span class="keywordflow">return</span> Packet1cd(a);</div>
<div class="line"><a name="l01124"></a><span class="lineno"> 1124</span>&#160;}</div>
<div class="line"><a name="l01125"></a><span class="lineno"> 1125</span>&#160; </div>
<div class="line"><a name="l01127"></a><span class="lineno"> 1127</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> SLhsPacket, <span class="keyword">typename</span> ResPacket&gt;</div>
<div class="line"><a name="l01128"></a><span class="lineno"> 1128</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pload_complex_MMA(SLhsPacket&amp; a)</div>
<div class="line"><a name="l01129"></a><span class="lineno"> 1129</span>&#160;{</div>
<div class="line"><a name="l01130"></a><span class="lineno"> 1130</span>&#160;    a = SLhsPacket(pload_complex&lt;ResPacket&gt;(&amp;a));</div>
<div class="line"><a name="l01131"></a><span class="lineno"> 1131</span>&#160;}</div>
<div class="line"><a name="l01132"></a><span class="lineno"> 1132</span>&#160; </div>
<div class="line"><a name="l01133"></a><span class="lineno"> 1133</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> SLhsPacket, <span class="keyword">typename</span> ResPacket&gt;</div>
<div class="line"><a name="l01134"></a><span class="lineno"> 1134</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pload_complex_MMA(__vector_pair&amp;)</div>
<div class="line"><a name="l01135"></a><span class="lineno"> 1135</span>&#160;{</div>
<div class="line"><a name="l01136"></a><span class="lineno"> 1136</span>&#160;    <span class="comment">// Pass thru</span></div>
<div class="line"><a name="l01137"></a><span class="lineno"> 1137</span>&#160;}</div>
<div class="line"><a name="l01138"></a><span class="lineno"> 1138</span>&#160; </div>
<div class="line"><a name="l01140"></a><span class="lineno"> 1140</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket, <span class="keywordtype">bool</span> NegativeAccumulate&gt;</div>
<div class="line"><a name="l01141"></a><span class="lineno"> 1141</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pger_vecMMA(__vector_quad* acc, RhsPacket&amp; a, LhsPacket&amp; b)</div>
<div class="line"><a name="l01142"></a><span class="lineno"> 1142</span>&#160;{</div>
<div class="line"><a name="l01143"></a><span class="lineno"> 1143</span>&#160;    <span class="keywordflow">if</span> (NegativeAccumulate)</div>
<div class="line"><a name="l01144"></a><span class="lineno"> 1144</span>&#160;    {</div>
<div class="line"><a name="l01145"></a><span class="lineno"> 1145</span>&#160;        __builtin_mma_xvf32gernp(acc, (__vector <span class="keywordtype">unsigned</span> <span class="keywordtype">char</span>)a, (__vector <span class="keywordtype">unsigned</span> <span class="keywordtype">char</span>)b);</div>
<div class="line"><a name="l01146"></a><span class="lineno"> 1146</span>&#160;    }</div>
<div class="line"><a name="l01147"></a><span class="lineno"> 1147</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01148"></a><span class="lineno"> 1148</span>&#160;        __builtin_mma_xvf32gerpp(acc, (__vector <span class="keywordtype">unsigned</span> <span class="keywordtype">char</span>)a, (__vector <span class="keywordtype">unsigned</span> <span class="keywordtype">char</span>)b);</div>
<div class="line"><a name="l01149"></a><span class="lineno"> 1149</span>&#160;    }</div>
<div class="line"><a name="l01150"></a><span class="lineno"> 1150</span>&#160;}</div>
<div class="line"><a name="l01151"></a><span class="lineno"> 1151</span>&#160; </div>
<div class="line"><a name="l01153"></a><span class="lineno"> 1153</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket, <span class="keywordtype">bool</span> NegativeAccumulate&gt;</div>
<div class="line"><a name="l01154"></a><span class="lineno"> 1154</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pger_vecMMA(__vector_quad* acc, __vector_pair&amp; a, Packet2d&amp; b)</div>
<div class="line"><a name="l01155"></a><span class="lineno"> 1155</span>&#160;{</div>
<div class="line"><a name="l01156"></a><span class="lineno"> 1156</span>&#160;    <span class="keywordflow">if</span> (NegativeAccumulate)</div>
<div class="line"><a name="l01157"></a><span class="lineno"> 1157</span>&#160;    {</div>
<div class="line"><a name="l01158"></a><span class="lineno"> 1158</span>&#160;        __builtin_mma_xvf64gernp(acc, (__vector_pair)a, (__vector <span class="keywordtype">unsigned</span> <span class="keywordtype">char</span>)b);</div>
<div class="line"><a name="l01159"></a><span class="lineno"> 1159</span>&#160;    }</div>
<div class="line"><a name="l01160"></a><span class="lineno"> 1160</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01161"></a><span class="lineno"> 1161</span>&#160;        __builtin_mma_xvf64gerpp(acc, (__vector_pair)a, (__vector <span class="keywordtype">unsigned</span> <span class="keywordtype">char</span>)b);</div>
<div class="line"><a name="l01162"></a><span class="lineno"> 1162</span>&#160;    }</div>
<div class="line"><a name="l01163"></a><span class="lineno"> 1163</span>&#160;}</div>
<div class="line"><a name="l01164"></a><span class="lineno"> 1164</span>&#160; </div>
<div class="line"><a name="l01165"></a><span class="lineno"> 1165</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket, <span class="keywordtype">bool</span> NegativeAccumulate&gt;</div>
<div class="line"><a name="l01166"></a><span class="lineno"> 1166</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pger_vecMMA(__vector_quad*, __vector_pair&amp;, Packet4f&amp;)</div>
<div class="line"><a name="l01167"></a><span class="lineno"> 1167</span>&#160;{</div>
<div class="line"><a name="l01168"></a><span class="lineno"> 1168</span>&#160;    <span class="comment">// Just for compilation</span></div>
<div class="line"><a name="l01169"></a><span class="lineno"> 1169</span>&#160;}</div>
<div class="line"><a name="l01170"></a><span class="lineno"> 1170</span>&#160; </div>
<div class="line"><a name="l01172"></a><span class="lineno"> 1172</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> RealPacket, <span class="keyword">typename</span> LhsPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs, <span class="keywordtype">bool</span> Negate&gt;</div>
<div class="line"><a name="l01173"></a><span class="lineno"> 1173</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pmadd_complex_complex_MMA(LhsPacket&amp; a, RealPacket&amp; b, __vector_quad* c)</div>
<div class="line"><a name="l01174"></a><span class="lineno"> 1174</span>&#160;{</div>
<div class="line"><a name="l01175"></a><span class="lineno"> 1175</span>&#160;    <span class="keywordflow">if</span> (ConjugateLhs &amp;&amp; ConjugateRhs) {</div>
<div class="line"><a name="l01176"></a><span class="lineno"> 1176</span>&#160;        RealPacket b2 = pconj2(convertComplex(b)).v;</div>
<div class="line"><a name="l01177"></a><span class="lineno"> 1177</span>&#160;        <span class="keywordflow">return</span> pger_vecMMA&lt;RealPacket, RealPacket, false&gt;(c, b2, a.v);</div>
<div class="line"><a name="l01178"></a><span class="lineno"> 1178</span>&#160;    }</div>
<div class="line"><a name="l01179"></a><span class="lineno"> 1179</span>&#160;    <span class="keywordflow">else</span> <span class="keywordflow">if</span> (Negate &amp;&amp; !ConjugateLhs &amp;&amp; ConjugateRhs) {</div>
<div class="line"><a name="l01180"></a><span class="lineno"> 1180</span>&#160;        <span class="keywordflow">return</span> pger_vecMMA&lt;RealPacket, RealPacket, true&gt;(c, b, a.v);</div>
<div class="line"><a name="l01181"></a><span class="lineno"> 1181</span>&#160;    }</div>
<div class="line"><a name="l01182"></a><span class="lineno"> 1182</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01183"></a><span class="lineno"> 1183</span>&#160;        <span class="keywordflow">return</span> pger_vecMMA&lt;RealPacket, RealPacket, false&gt;(c, b, a.v);</div>
<div class="line"><a name="l01184"></a><span class="lineno"> 1184</span>&#160;    }</div>
<div class="line"><a name="l01185"></a><span class="lineno"> 1185</span>&#160;}</div>
<div class="line"><a name="l01186"></a><span class="lineno"> 1186</span>&#160; </div>
<div class="line"><a name="l01187"></a><span class="lineno"> 1187</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> RealPacket, <span class="keyword">typename</span> LhsPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs, <span class="keywordtype">bool</span> Negate&gt;</div>
<div class="line"><a name="l01188"></a><span class="lineno"> 1188</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pmadd_complex_complex_MMA(__vector_pair&amp; a, RealPacket&amp; b, __vector_quad* c)</div>
<div class="line"><a name="l01189"></a><span class="lineno"> 1189</span>&#160;{</div>
<div class="line"><a name="l01190"></a><span class="lineno"> 1190</span>&#160;    <span class="keywordflow">if</span> (ConjugateLhs &amp;&amp; ConjugateRhs) {</div>
<div class="line"><a name="l01191"></a><span class="lineno"> 1191</span>&#160;        RealPacket b2 = pconj2(convertComplex(b)).v;</div>
<div class="line"><a name="l01192"></a><span class="lineno"> 1192</span>&#160;        <span class="keywordflow">return</span> pger_vecMMA&lt;RealPacket, __vector_pair, false&gt;(c, a, b2);</div>
<div class="line"><a name="l01193"></a><span class="lineno"> 1193</span>&#160;    }</div>
<div class="line"><a name="l01194"></a><span class="lineno"> 1194</span>&#160;    <span class="keywordflow">else</span> <span class="keywordflow">if</span> (Negate &amp;&amp; !ConjugateLhs &amp;&amp; ConjugateRhs) {</div>
<div class="line"><a name="l01195"></a><span class="lineno"> 1195</span>&#160;        <span class="keywordflow">return</span> pger_vecMMA&lt;RealPacket, __vector_pair, true&gt;(c, a, b);</div>
<div class="line"><a name="l01196"></a><span class="lineno"> 1196</span>&#160;    }</div>
<div class="line"><a name="l01197"></a><span class="lineno"> 1197</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01198"></a><span class="lineno"> 1198</span>&#160;        <span class="keywordflow">return</span> pger_vecMMA&lt;RealPacket, __vector_pair, false&gt;(c, a, b);</div>
<div class="line"><a name="l01199"></a><span class="lineno"> 1199</span>&#160;    }</div>
<div class="line"><a name="l01200"></a><span class="lineno"> 1200</span>&#160;}</div>
<div class="line"><a name="l01201"></a><span class="lineno"> 1201</span>&#160; </div>
<div class="line"><a name="l01203"></a><span class="lineno"> 1203</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> RealPacket, <span class="keyword">typename</span> LhsPacket, <span class="keywordtype">bool</span> Conjugate, <span class="keywordtype">int</span> StorageOrder&gt;</div>
<div class="line"><a name="l01204"></a><span class="lineno"> 1204</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pmadd_complex_real_MMA(LhsPacket&amp; a, RealPacket&amp; b, __vector_quad* c)</div>
<div class="line"><a name="l01205"></a><span class="lineno"> 1205</span>&#160;{</div>
<div class="line"><a name="l01206"></a><span class="lineno"> 1206</span>&#160;    RealPacket a2 = convertReal(a);</div>
<div class="line"><a name="l01207"></a><span class="lineno"> 1207</span>&#160;    <span class="keywordflow">if</span> (Conjugate) {</div>
<div class="line"><a name="l01208"></a><span class="lineno"> 1208</span>&#160;        RealPacket b2 = pconj2(convertComplex(b)).v;</div>
<div class="line"><a name="l01209"></a><span class="lineno"> 1209</span>&#160;        <span class="keywordflow">if</span> (StorageOrder == <a class="code" href="group__enums.html#ggaacded1a18ae58b0f554751f6cdf9eb13a0103672ae41005ab03b4176c765afd62">ColMajor</a>) {</div>
<div class="line"><a name="l01210"></a><span class="lineno"> 1210</span>&#160;            <span class="keywordflow">return</span> pger_vecMMA&lt;RealPacket, RealPacket, false&gt;(c, b2, a2);</div>
<div class="line"><a name="l01211"></a><span class="lineno"> 1211</span>&#160;        } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01212"></a><span class="lineno"> 1212</span>&#160;            <span class="keywordflow">return</span> pger_vecMMA&lt;RealPacket, RealPacket, false&gt;(c, a2, b2);</div>
<div class="line"><a name="l01213"></a><span class="lineno"> 1213</span>&#160;        }</div>
<div class="line"><a name="l01214"></a><span class="lineno"> 1214</span>&#160;    }</div>
<div class="line"><a name="l01215"></a><span class="lineno"> 1215</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01216"></a><span class="lineno"> 1216</span>&#160;        <span class="keywordflow">if</span> (StorageOrder == <a class="code" href="group__enums.html#ggaacded1a18ae58b0f554751f6cdf9eb13a0103672ae41005ab03b4176c765afd62">ColMajor</a>) {</div>
<div class="line"><a name="l01217"></a><span class="lineno"> 1217</span>&#160;            <span class="keywordflow">return</span> pger_vecMMA&lt;RealPacket, RealPacket, false&gt;(c, b, a2);</div>
<div class="line"><a name="l01218"></a><span class="lineno"> 1218</span>&#160;        } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01219"></a><span class="lineno"> 1219</span>&#160;            <span class="keywordflow">return</span> pger_vecMMA&lt;RealPacket, RealPacket, false&gt;(c, a2, b);</div>
<div class="line"><a name="l01220"></a><span class="lineno"> 1220</span>&#160;        }</div>
<div class="line"><a name="l01221"></a><span class="lineno"> 1221</span>&#160;    }</div>
<div class="line"><a name="l01222"></a><span class="lineno"> 1222</span>&#160;}</div>
<div class="line"><a name="l01223"></a><span class="lineno"> 1223</span>&#160; </div>
<div class="line"><a name="l01225"></a><span class="lineno"> 1225</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> RealPacket, <span class="keyword">typename</span> LhsPacket, <span class="keywordtype">bool</span> Conjugate, <span class="keywordtype">int</span> StorageOrder&gt;</div>
<div class="line"><a name="l01226"></a><span class="lineno"> 1226</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> pmadd_complex_real_MMA(__vector_pair&amp; a, RealPacket&amp; b, __vector_quad* c)</div>
<div class="line"><a name="l01227"></a><span class="lineno"> 1227</span>&#160;{</div>
<div class="line"><a name="l01228"></a><span class="lineno"> 1228</span>&#160;    <span class="keywordflow">if</span> (Conjugate) {</div>
<div class="line"><a name="l01229"></a><span class="lineno"> 1229</span>&#160;        RealPacket b2 = pconj2(convertComplex(b)).v;</div>
<div class="line"><a name="l01230"></a><span class="lineno"> 1230</span>&#160;        <span class="keywordflow">return</span> pger_vecMMA&lt;RealPacket, __vector_pair, false&gt;(c, a, b2);</div>
<div class="line"><a name="l01231"></a><span class="lineno"> 1231</span>&#160;    }</div>
<div class="line"><a name="l01232"></a><span class="lineno"> 1232</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01233"></a><span class="lineno"> 1233</span>&#160;        <span class="keywordflow">return</span> pger_vecMMA&lt;RealPacket, __vector_pair, false&gt;(c, a, b);</div>
<div class="line"><a name="l01234"></a><span class="lineno"> 1234</span>&#160;    }</div>
<div class="line"><a name="l01235"></a><span class="lineno"> 1235</span>&#160;}</div>
<div class="line"><a name="l01236"></a><span class="lineno"> 1236</span>&#160; </div>
<div class="line"><a name="l01238"></a><span class="lineno"> 1238</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> SLhsPacket, <span class="keyword">typename</span> RhsScalar, <span class="keyword">typename</span> ResPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs, <span class="keywordtype">int</span> StorageOrder&gt;</div>
<div class="line"><a name="l01239"></a><span class="lineno"> 1239</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> gemv_mult_complex_complex_MMA(SLhsPacket&amp; a0, RhsScalar* b, __vector_quad* c0)</div>
<div class="line"><a name="l01240"></a><span class="lineno"> 1240</span>&#160;{</div>
<div class="line"><a name="l01241"></a><span class="lineno"> 1241</span>&#160;    ScalarPacket b0;</div>
<div class="line"><a name="l01242"></a><span class="lineno"> 1242</span>&#160;    <span class="keywordflow">if</span> (StorageOrder == <a class="code" href="group__enums.html#ggaacded1a18ae58b0f554751f6cdf9eb13a0103672ae41005ab03b4176c765afd62">ColMajor</a>) {</div>
<div class="line"><a name="l01243"></a><span class="lineno"> 1243</span>&#160;        b0 = pload_realimag_combine(b);</div>
<div class="line"><a name="l01244"></a><span class="lineno"> 1244</span>&#160;    } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01245"></a><span class="lineno"> 1245</span>&#160;        b0 = pload_realimag_combine_row(b);</div>
<div class="line"><a name="l01246"></a><span class="lineno"> 1246</span>&#160;    }</div>
<div class="line"><a name="l01247"></a><span class="lineno"> 1247</span>&#160;    pmadd_complex_complex_MMA&lt;ScalarPacket, LhsPacket, ConjugateLhs, ConjugateRhs, false&gt;(a0, b0, c0);</div>
<div class="line"><a name="l01248"></a><span class="lineno"> 1248</span>&#160;}</div>
<div class="line"><a name="l01249"></a><span class="lineno"> 1249</span>&#160; </div>
<div class="line"><a name="l01251"></a><span class="lineno"> 1251</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> SLhsPacket, <span class="keyword">typename</span> RhsScalar, <span class="keyword">typename</span> ResPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs, <span class="keywordtype">int</span> StorageOrder&gt;</div>
<div class="line"><a name="l01252"></a><span class="lineno"> 1252</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> gemv_mult_complex_real_MMA(SLhsPacket&amp; a0, RhsScalar* b, __vector_quad* c0)</div>
<div class="line"><a name="l01253"></a><span class="lineno"> 1253</span>&#160;{</div>
<div class="line"><a name="l01254"></a><span class="lineno"> 1254</span>&#160;    pload_complex_MMA&lt;ScalarPacket, LhsPacket, SLhsPacket, ResPacket&gt;(a0);</div>
<div class="line"><a name="l01255"></a><span class="lineno"> 1255</span>&#160;    ScalarPacket b0;</div>
<div class="line"><a name="l01256"></a><span class="lineno"> 1256</span>&#160;    <span class="keywordflow">if</span> (StorageOrder == <a class="code" href="group__enums.html#ggaacded1a18ae58b0f554751f6cdf9eb13a0103672ae41005ab03b4176c765afd62">ColMajor</a>) {</div>
<div class="line"><a name="l01257"></a><span class="lineno"> 1257</span>&#160;        b0 = pload_real(b);</div>
<div class="line"><a name="l01258"></a><span class="lineno"> 1258</span>&#160;    }</div>
<div class="line"><a name="l01259"></a><span class="lineno"> 1259</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01260"></a><span class="lineno"> 1260</span>&#160;        b0 = pload_real_row&lt;ResPacket&gt;(b);</div>
<div class="line"><a name="l01261"></a><span class="lineno"> 1261</span>&#160;    }</div>
<div class="line"><a name="l01262"></a><span class="lineno"> 1262</span>&#160;    pmadd_complex_real_MMA&lt;ScalarPacket, LhsPacket, ConjugateLhs, ColMajor&gt;(a0, b0, c0);</div>
<div class="line"><a name="l01263"></a><span class="lineno"> 1263</span>&#160;}</div>
<div class="line"><a name="l01264"></a><span class="lineno"> 1264</span>&#160; </div>
<div class="line"><a name="l01266"></a><span class="lineno"> 1266</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> SLhsPacket, <span class="keyword">typename</span> RhsScalar, <span class="keyword">typename</span> ResPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs, <span class="keywordtype">int</span> StorageOrder&gt;</div>
<div class="line"><a name="l01267"></a><span class="lineno"> 1267</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> gemv_mult_real_complex_MMA(SLhsPacket&amp; a0, RhsScalar* b, __vector_quad* c0)</div>
<div class="line"><a name="l01268"></a><span class="lineno"> 1268</span>&#160;{</div>
<div class="line"><a name="l01269"></a><span class="lineno"> 1269</span>&#160;    ScalarPacket b0;</div>
<div class="line"><a name="l01270"></a><span class="lineno"> 1270</span>&#160;    <span class="keywordflow">if</span> (StorageOrder == <a class="code" href="group__enums.html#ggaacded1a18ae58b0f554751f6cdf9eb13a0103672ae41005ab03b4176c765afd62">ColMajor</a>) {</div>
<div class="line"><a name="l01271"></a><span class="lineno"> 1271</span>&#160;        b0 = pload_complex_full(b);</div>
<div class="line"><a name="l01272"></a><span class="lineno"> 1272</span>&#160;    }</div>
<div class="line"><a name="l01273"></a><span class="lineno"> 1273</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01274"></a><span class="lineno"> 1274</span>&#160;        b0 = pload_complex_full_row(b);</div>
<div class="line"><a name="l01275"></a><span class="lineno"> 1275</span>&#160;    }</div>
<div class="line"><a name="l01276"></a><span class="lineno"> 1276</span>&#160;    pmadd_complex_real_MMA&lt;ScalarPacket, LhsPacket, ConjugateRhs, (<span class="keyword">sizeof</span>(RhsScalar) == <span class="keyword">sizeof</span>(std::complex&lt;float&gt;)) ? StorageOrder : <a class="code" href="group__enums.html#ggaacded1a18ae58b0f554751f6cdf9eb13a0103672ae41005ab03b4176c765afd62">ColMajor</a>&gt;(a0, b0, c0);</div>
<div class="line"><a name="l01277"></a><span class="lineno"> 1277</span>&#160;}</div>
<div class="line"><a name="l01278"></a><span class="lineno"> 1278</span>&#160; </div>
<div class="line"><a name="l01279"></a><span class="lineno"> 1279</span>&#160;<span class="preprocessor">#define GEMV_MULT_COMPLEX_COMPLEX_MMA(LhsType, RhsType) \</span></div>
<div class="line"><a name="l01280"></a><span class="lineno"> 1280</span>&#160;<span class="preprocessor">template&lt;typename ScalarPacket, typename LhsScalar, typename LhsPacket, typename SLhsPacket, typename RhsScalar, typename RhsPacket, typename ResPacket, bool ConjugateLhs, bool ConjugateRhs, int StorageOrder&gt; \</span></div>
<div class="line"><a name="l01281"></a><span class="lineno"> 1281</span>&#160;<span class="preprocessor">EIGEN_ALWAYS_INLINE void gemv_mult_complex_MMA(LhsType&amp; a0, RhsType* b, __vector_quad* c0) \</span></div>
<div class="line"><a name="l01282"></a><span class="lineno"> 1282</span>&#160;<span class="preprocessor">{ \</span></div>
<div class="line"><a name="l01283"></a><span class="lineno"> 1283</span>&#160;<span class="preprocessor">    gemv_mult_complex_complex_MMA&lt;ScalarPacket, LhsPacket, SLhsPacket, RhsScalar, ResPacket, ConjugateLhs, ConjugateRhs, StorageOrder&gt;(a0, b, c0); \</span></div>
<div class="line"><a name="l01284"></a><span class="lineno"> 1284</span>&#160;<span class="preprocessor">}</span></div>
<div class="line"><a name="l01285"></a><span class="lineno"> 1285</span>&#160; </div>
<div class="line"><a name="l01286"></a><span class="lineno"> 1286</span>&#160;GEMV_MULT_COMPLEX_COMPLEX_MMA(Packet2cf,     std::complex&lt;float&gt;)</div>
<div class="line"><a name="l01287"></a><span class="lineno"> 1287</span>&#160;GEMV_MULT_COMPLEX_COMPLEX_MMA(__vector_pair, std::complex&lt;float&gt;)</div>
<div class="line"><a name="l01288"></a><span class="lineno"> 1288</span>&#160;GEMV_MULT_COMPLEX_COMPLEX_MMA(Packet1cd,     std::complex&lt;double&gt;)</div>
<div class="line"><a name="l01289"></a><span class="lineno"> 1289</span>&#160; </div>
<div class="line"><a name="l01290"></a><span class="lineno"> 1290</span>&#160; </div>
<div class="line"><a name="l01291"></a><span class="lineno"> 1291</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> LhsScalar, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> SLhsPacket, <span class="keyword">typename</span> RhsScalar, <span class="keyword">typename</span> RhsPacket, <span class="keyword">typename</span> ResPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs, <span class="keywordtype">int</span> StorageOrder&gt;</div>
<div class="line"><a name="l01292"></a><span class="lineno"> 1292</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> gemv_mult_complex_MMA(__vector_pair&amp; a0, std::complex&lt;double&gt;* b, __vector_quad* c0)</div>
<div class="line"><a name="l01293"></a><span class="lineno"> 1293</span>&#160;{</div>
<div class="line"><a name="l01294"></a><span class="lineno"> 1294</span>&#160;    <span class="keywordflow">if</span> (<span class="keyword">sizeof</span>(LhsScalar) == 16) {</div>
<div class="line"><a name="l01295"></a><span class="lineno"> 1295</span>&#160;        gemv_mult_complex_complex_MMA&lt;ScalarPacket, LhsPacket, SLhsPacket, RhsScalar, ResPacket, ConjugateLhs, ConjugateRhs, StorageOrder&gt;(a0, b, c0);</div>
<div class="line"><a name="l01296"></a><span class="lineno"> 1296</span>&#160;    }</div>
<div class="line"><a name="l01297"></a><span class="lineno"> 1297</span>&#160;    <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01298"></a><span class="lineno"> 1298</span>&#160;        gemv_mult_real_complex_MMA&lt;ScalarPacket, LhsPacket, SLhsPacket, RhsScalar, ResPacket, ConjugateLhs, ConjugateRhs, StorageOrder&gt;(a0, b, c0);</div>
<div class="line"><a name="l01299"></a><span class="lineno"> 1299</span>&#160;    }</div>
<div class="line"><a name="l01300"></a><span class="lineno"> 1300</span>&#160;}</div>
<div class="line"><a name="l01301"></a><span class="lineno"> 1301</span>&#160; </div>
<div class="line"><a name="l01302"></a><span class="lineno"> 1302</span>&#160;<span class="preprocessor">#define GEMV_MULT_REAL_COMPLEX_MMA(LhsType, RhsType) \</span></div>
<div class="line"><a name="l01303"></a><span class="lineno"> 1303</span>&#160;<span class="preprocessor">template&lt;typename ScalarPacket, typename LhsScalar, typename LhsPacket, typename SLhsPacket, typename RhsScalar, typename RhsPacket, typename ResPacket, bool ConjugateLhs, bool ConjugateRhs, int StorageOrder&gt; \</span></div>
<div class="line"><a name="l01304"></a><span class="lineno"> 1304</span>&#160;<span class="preprocessor">EIGEN_ALWAYS_INLINE void gemv_mult_complex_MMA(LhsType&amp; a0, RhsType* b, __vector_quad* c0) \</span></div>
<div class="line"><a name="l01305"></a><span class="lineno"> 1305</span>&#160;<span class="preprocessor">{ \</span></div>
<div class="line"><a name="l01306"></a><span class="lineno"> 1306</span>&#160;<span class="preprocessor">    gemv_mult_real_complex_MMA&lt;ScalarPacket, LhsPacket, SLhsPacket, RhsScalar, ResPacket, ConjugateLhs, ConjugateRhs, StorageOrder&gt;(a0, b, c0); \</span></div>
<div class="line"><a name="l01307"></a><span class="lineno"> 1307</span>&#160;<span class="preprocessor">}</span></div>
<div class="line"><a name="l01308"></a><span class="lineno"> 1308</span>&#160; </div>
<div class="line"><a name="l01309"></a><span class="lineno"> 1309</span>&#160;GEMV_MULT_REAL_COMPLEX_MMA(Packet4f, std::complex&lt;float&gt;)</div>
<div class="line"><a name="l01310"></a><span class="lineno"> 1310</span>&#160;GEMV_MULT_REAL_COMPLEX_MMA(Packet2d, std::complex&lt;double&gt;)</div>
<div class="line"><a name="l01311"></a><span class="lineno"> 1311</span>&#160; </div>
<div class="line"><a name="l01312"></a><span class="lineno"> 1312</span>&#160;<span class="preprocessor">#define GEMV_MULT_COMPLEX_REAL_MMA(LhsType, RhsType) \</span></div>
<div class="line"><a name="l01313"></a><span class="lineno"> 1313</span>&#160;<span class="preprocessor">template&lt;typename ScalarPacket, typename LhsScalar, typename LhsPacket, typename SLhsPacket, typename RhsScalar, typename RhsPacket, typename ResPacket, bool ConjugateLhs, bool ConjugateRhs, int StorageOrder&gt; \</span></div>
<div class="line"><a name="l01314"></a><span class="lineno"> 1314</span>&#160;<span class="preprocessor">EIGEN_ALWAYS_INLINE void gemv_mult_complex_MMA(LhsType&amp; a0, RhsType* b, __vector_quad* c0) \</span></div>
<div class="line"><a name="l01315"></a><span class="lineno"> 1315</span>&#160;<span class="preprocessor">{ \</span></div>
<div class="line"><a name="l01316"></a><span class="lineno"> 1316</span>&#160;<span class="preprocessor">    gemv_mult_complex_real_MMA&lt;ScalarPacket, LhsPacket, SLhsPacket, RhsScalar, ResPacket, ConjugateLhs, ConjugateRhs, StorageOrder&gt;(a0, b, c0); \</span></div>
<div class="line"><a name="l01317"></a><span class="lineno"> 1317</span>&#160;<span class="preprocessor">}</span></div>
<div class="line"><a name="l01318"></a><span class="lineno"> 1318</span>&#160; </div>
<div class="line"><a name="l01319"></a><span class="lineno"> 1319</span>&#160;GEMV_MULT_COMPLEX_REAL_MMA(Packet2cf,     <span class="keywordtype">float</span>)</div>
<div class="line"><a name="l01320"></a><span class="lineno"> 1320</span>&#160;GEMV_MULT_COMPLEX_REAL_MMA(Packet1cd,     <span class="keywordtype">double</span>)</div>
<div class="line"><a name="l01321"></a><span class="lineno"> 1321</span>&#160;GEMV_MULT_COMPLEX_REAL_MMA(__vector_pair, <span class="keywordtype">float</span>)</div>
<div class="line"><a name="l01322"></a><span class="lineno"> 1322</span>&#160;GEMV_MULT_COMPLEX_REAL_MMA(__vector_pair, <span class="keywordtype">double</span>)</div>
<div class="line"><a name="l01323"></a><span class="lineno"> 1323</span>&#160; </div>
<div class="line"><a name="l01324"></a><span class="lineno"> 1324</span>&#160; </div>
<div class="line"><a name="l01325"></a><span class="lineno"> 1325</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> Scalar, <span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs&gt;</div>
<div class="line"><a name="l01326"></a><span class="lineno"> 1326</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> disassembleResults2(__vector_quad* c0, PacketBlock&lt;ScalarPacket, 4&gt;&amp; result0)</div>
<div class="line"><a name="l01327"></a><span class="lineno"> 1327</span>&#160;{</div>
<div class="line"><a name="l01328"></a><span class="lineno"> 1328</span>&#160;    __builtin_mma_disassemble_acc(&amp;result0.packet, c0);</div>
<div class="line"><a name="l01329"></a><span class="lineno"> 1329</span>&#160;    <span class="keywordflow">if</span> (<span class="keyword">sizeof</span>(LhsPacket) == 16) {</div>
<div class="line"><a name="l01330"></a><span class="lineno"> 1330</span>&#160;        <span class="keywordflow">if</span> (<span class="keyword">sizeof</span>(RhsPacket) == 16) {</div>
<div class="line"><a name="l01331"></a><span class="lineno"> 1331</span>&#160;            ScalarPacket tmp0, tmp2;</div>
<div class="line"><a name="l01332"></a><span class="lineno"> 1332</span>&#160;            tmp2 = vec_mergeh(result0.packet[2], result0.packet[3]);</div>
<div class="line"><a name="l01333"></a><span class="lineno"> 1333</span>&#160;            tmp0 = vec_mergeh(result0.packet[0], result0.packet[1]);</div>
<div class="line"><a name="l01334"></a><span class="lineno"> 1334</span>&#160;            result0.packet[3] = vec_mergel(result0.packet[3], result0.packet[2]);</div>
<div class="line"><a name="l01335"></a><span class="lineno"> 1335</span>&#160;            result0.packet[1] = vec_mergel(result0.packet[1], result0.packet[0]);</div>
<div class="line"><a name="l01336"></a><span class="lineno"> 1336</span>&#160;            result0.packet[2] = tmp2;</div>
<div class="line"><a name="l01337"></a><span class="lineno"> 1337</span>&#160;            result0.packet[0] = tmp0;</div>
<div class="line"><a name="l01338"></a><span class="lineno"> 1338</span>&#160; </div>
<div class="line"><a name="l01339"></a><span class="lineno"> 1339</span>&#160;            <span class="keywordflow">if</span> (ConjugateLhs) {</div>
<div class="line"><a name="l01340"></a><span class="lineno"> 1340</span>&#160;                result0.packet[0] = convertReal(pconj2(convertComplex(result0.packet[0])));</div>
<div class="line"><a name="l01341"></a><span class="lineno"> 1341</span>&#160;                result0.packet[2] = convertReal(pconj2(convertComplex(result0.packet[2])));</div>
<div class="line"><a name="l01342"></a><span class="lineno"> 1342</span>&#160;            } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (ConjugateRhs) {</div>
<div class="line"><a name="l01343"></a><span class="lineno"> 1343</span>&#160;                result0.packet[1] = convertReal(pconj2(convertComplex(result0.packet[1])));</div>
<div class="line"><a name="l01344"></a><span class="lineno"> 1344</span>&#160;                result0.packet[3] = convertReal(pconj2(convertComplex(result0.packet[3])));</div>
<div class="line"><a name="l01345"></a><span class="lineno"> 1345</span>&#160;            } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01346"></a><span class="lineno"> 1346</span>&#160;                result0.packet[1] = convertReal(pconjinv(convertComplex(result0.packet[1])));</div>
<div class="line"><a name="l01347"></a><span class="lineno"> 1347</span>&#160;                result0.packet[3] = convertReal(pconjinv(convertComplex(result0.packet[3])));</div>
<div class="line"><a name="l01348"></a><span class="lineno"> 1348</span>&#160;           }</div>
<div class="line"><a name="l01349"></a><span class="lineno"> 1349</span>&#160;           result0.packet[0] = vec_add(result0.packet[0], result0.packet[1]);</div>
<div class="line"><a name="l01350"></a><span class="lineno"> 1350</span>&#160;           result0.packet[2] = vec_add(result0.packet[2], result0.packet[3]);</div>
<div class="line"><a name="l01351"></a><span class="lineno"> 1351</span>&#160;        } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01352"></a><span class="lineno"> 1352</span>&#160;            result0.packet[0][1] = result0.packet[1][1];</div>
<div class="line"><a name="l01353"></a><span class="lineno"> 1353</span>&#160;            result0.packet[2][1] = result0.packet[3][1];</div>
<div class="line"><a name="l01354"></a><span class="lineno"> 1354</span>&#160;        }</div>
<div class="line"><a name="l01355"></a><span class="lineno"> 1355</span>&#160;    }</div>
<div class="line"><a name="l01356"></a><span class="lineno"> 1356</span>&#160;}</div>
<div class="line"><a name="l01357"></a><span class="lineno"> 1357</span>&#160; </div>
<div class="line"><a name="l01358"></a><span class="lineno"> 1358</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> Scalar, <span class="keyword">typename</span> ScalarPacket, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs&gt;</div>
<div class="line"><a name="l01359"></a><span class="lineno"> 1359</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> disassembleResults4(__vector_quad* c0, PacketBlock&lt;ScalarPacket, 4&gt;&amp; result0)</div>
<div class="line"><a name="l01360"></a><span class="lineno"> 1360</span>&#160;{</div>
<div class="line"><a name="l01361"></a><span class="lineno"> 1361</span>&#160;    __builtin_mma_disassemble_acc(&amp;result0.packet, c0);</div>
<div class="line"><a name="l01362"></a><span class="lineno"> 1362</span>&#160;    <span class="keywordflow">if</span> (GEMV_IS_COMPLEX_COMPLEX) {</div>
<div class="line"><a name="l01363"></a><span class="lineno"> 1363</span>&#160;        <span class="keywordflow">if</span> (ConjugateLhs) {</div>
<div class="line"><a name="l01364"></a><span class="lineno"> 1364</span>&#160;            result0.packet[0] = convertReal(pconj2(convertComplex(result0.packet[0])));</div>
<div class="line"><a name="l01365"></a><span class="lineno"> 1365</span>&#160;            result0.packet[1] = convertReal(pcplxflip2(convertComplex(result0.packet[1])));</div>
<div class="line"><a name="l01366"></a><span class="lineno"> 1366</span>&#160;        } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01367"></a><span class="lineno"> 1367</span>&#160;            <span class="keywordflow">if</span> (ConjugateRhs) {</div>
<div class="line"><a name="l01368"></a><span class="lineno"> 1368</span>&#160;                result0.packet[1] = convertReal(pcplxconjflip(convertComplex(result0.packet[1])));</div>
<div class="line"><a name="l01369"></a><span class="lineno"> 1369</span>&#160;            } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01370"></a><span class="lineno"> 1370</span>&#160;                result0.packet[1] = convertReal(pcplxflipconj(convertComplex(result0.packet[1])));</div>
<div class="line"><a name="l01371"></a><span class="lineno"> 1371</span>&#160;            }</div>
<div class="line"><a name="l01372"></a><span class="lineno"> 1372</span>&#160;        }</div>
<div class="line"><a name="l01373"></a><span class="lineno"> 1373</span>&#160;        result0.packet[0] = vec_add(result0.packet[0], result0.packet[1]);</div>
<div class="line"><a name="l01374"></a><span class="lineno"> 1374</span>&#160;    } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (<span class="keyword">sizeof</span>(LhsPacket) == <span class="keyword">sizeof</span>(std::complex&lt;float&gt;)) {</div>
<div class="line"><a name="l01375"></a><span class="lineno"> 1375</span>&#160;        <span class="keywordflow">if</span> (ConjugateLhs) {</div>
<div class="line"><a name="l01376"></a><span class="lineno"> 1376</span>&#160;            result0.packet[0] = convertReal(pconj2(convertComplex(result0.packet[0])));</div>
<div class="line"><a name="l01377"></a><span class="lineno"> 1377</span>&#160;        }</div>
<div class="line"><a name="l01378"></a><span class="lineno"> 1378</span>&#160;    } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01379"></a><span class="lineno"> 1379</span>&#160;        result0.packet[0] = vec_mergee(result0.packet[0], result0.packet[1]);</div>
<div class="line"><a name="l01380"></a><span class="lineno"> 1380</span>&#160;    }</div>
<div class="line"><a name="l01381"></a><span class="lineno"> 1381</span>&#160;}</div>
<div class="line"><a name="l01382"></a><span class="lineno"> 1382</span>&#160; </div>
<div class="line"><a name="l01383"></a><span class="lineno"> 1383</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> Scalar, <span class="keyword">typename</span> ScalarPacket, <span class="keywordtype">int</span> ResPacketSize, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs&gt;</div>
<div class="line"><a name="l01384"></a><span class="lineno"> 1384</span>&#160;EIGEN_ALWAYS_INLINE <span class="keywordtype">void</span> disassembleResults(__vector_quad* c0, PacketBlock&lt;ScalarPacket, 4&gt;&amp; result0)</div>
<div class="line"><a name="l01385"></a><span class="lineno"> 1385</span>&#160;{</div>
<div class="line"><a name="l01386"></a><span class="lineno"> 1386</span>&#160;    <span class="keywordflow">if</span> (!GEMV_IS_COMPLEX_FLOAT) {</div>
<div class="line"><a name="l01387"></a><span class="lineno"> 1387</span>&#160;        disassembleResults2&lt;Scalar, ScalarPacket, LhsPacket, RhsPacket, ConjugateLhs, ConjugateRhs&gt;(c0, result0);</div>
<div class="line"><a name="l01388"></a><span class="lineno"> 1388</span>&#160;    } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01389"></a><span class="lineno"> 1389</span>&#160;        disassembleResults4&lt;Scalar, ScalarPacket, LhsPacket, RhsPacket, ConjugateLhs, ConjugateRhs&gt;(c0, result0);</div>
<div class="line"><a name="l01390"></a><span class="lineno"> 1390</span>&#160;    }</div>
<div class="line"><a name="l01391"></a><span class="lineno"> 1391</span>&#160;}</div>
<div class="line"><a name="l01392"></a><span class="lineno"> 1392</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01393"></a><span class="lineno"> 1393</span>&#160; </div>
<div class="line"><a name="l01394"></a><span class="lineno"> 1394</span>&#160;<span class="preprocessor">#define GEMV_GETN_COMPLEX(N) (((N) * ResPacketSize) &gt;&gt; 1)</span></div>
<div class="line"><a name="l01395"></a><span class="lineno"> 1395</span>&#160; </div>
<div class="line"><a name="l01396"></a><span class="lineno"> 1396</span>&#160;<span class="preprocessor">#define GEMV_LOADPACKET_COL_COMPLEX(iter) \</span></div>
<div class="line"><a name="l01397"></a><span class="lineno"> 1397</span>&#160;<span class="preprocessor">  loadLhsPacket&lt;Scalar, LhsScalar, LhsMapper, PLhsPacket, Index&gt;(lhs, i + ((iter) * ResPacketSize), j)</span></div>
<div class="line"><a name="l01398"></a><span class="lineno"> 1398</span>&#160; </div>
<div class="line"><a name="l01399"></a><span class="lineno"> 1399</span>&#160;<span class="preprocessor">#define GEMV_LOADPACKET_COL_COMPLEX_DATA(iter) \</span></div>
<div class="line"><a name="l01400"></a><span class="lineno"> 1400</span>&#160;<span class="preprocessor">  convertReal(GEMV_LOADPACKET_COL_COMPLEX(iter))</span></div>
<div class="line"><a name="l01401"></a><span class="lineno"> 1401</span>&#160; </div>
<div class="line"><a name="l01402"></a><span class="lineno"> 1402</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l01403"></a><span class="lineno"> 1403</span>&#160;<span class="preprocessor">#define GEMV_INIT_COL_COMPLEX_MMA(iter, N) \</span></div>
<div class="line"><a name="l01404"></a><span class="lineno"> 1404</span>&#160;<span class="preprocessor">  if (GEMV_GETN_COMPLEX(N) &gt; iter) { \</span></div>
<div class="line"><a name="l01405"></a><span class="lineno"> 1405</span>&#160;<span class="preprocessor">    __builtin_mma_xxsetaccz(&amp;e0##iter); \</span></div>
<div class="line"><a name="l01406"></a><span class="lineno"> 1406</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01407"></a><span class="lineno"> 1407</span>&#160; </div>
<div class="line"><a name="l01408"></a><span class="lineno"> 1408</span>&#160;<span class="preprocessor">#if EIGEN_COMP_LLVM</span></div>
<div class="line"><a name="l01409"></a><span class="lineno"> 1409</span>&#160;<span class="preprocessor">#define GEMV_LOADPAIR_COL_COMPLEX_MMA(iter1, iter2) \</span></div>
<div class="line"><a name="l01410"></a><span class="lineno"> 1410</span>&#160;<span class="preprocessor">  GEMV_BUILDPAIR_MMA(a##iter1, GEMV_LOADPACKET_COL_COMPLEX_DATA(iter2), GEMV_LOADPACKET_COL_COMPLEX_DATA((iter2) + 1)); \</span></div>
<div class="line"><a name="l01411"></a><span class="lineno"> 1411</span>&#160;<span class="preprocessor">  EIGEN_UNUSED_VARIABLE(f##iter1);</span></div>
<div class="line"><a name="l01412"></a><span class="lineno"> 1412</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l01413"></a><span class="lineno"> 1413</span>&#160;<span class="preprocessor">#define GEMV_LOADPAIR_COL_COMPLEX_MMA(iter1, iter2) \</span></div>
<div class="line"><a name="l01414"></a><span class="lineno"> 1414</span>&#160;<span class="preprocessor">  if (sizeof(LhsPacket) == 16) { \</span></div>
<div class="line"><a name="l01415"></a><span class="lineno"> 1415</span>&#160;<span class="preprocessor">    const LhsScalar&amp; src = lhs(i + ((32 * iter1) / sizeof(LhsScalar)), j); \</span></div>
<div class="line"><a name="l01416"></a><span class="lineno"> 1416</span>&#160;<span class="preprocessor">    a##iter1 = *reinterpret_cast&lt;__vector_pair *&gt;(const_cast&lt;LhsScalar *&gt;(&amp;src)); \</span></div>
<div class="line"><a name="l01417"></a><span class="lineno"> 1417</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(f##iter1); \</span></div>
<div class="line"><a name="l01418"></a><span class="lineno"> 1418</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l01419"></a><span class="lineno"> 1419</span>&#160;<span class="preprocessor">    f##iter1 = lhs.template load&lt;PLhsPacket, Unaligned&gt;(i + ((iter2) * ResPacketSize), j); \</span></div>
<div class="line"><a name="l01420"></a><span class="lineno"> 1420</span>&#160;<span class="preprocessor">    GEMV_BUILDPAIR_MMA(a##iter1, vec_splat(convertReal(f##iter1), 0), vec_splat(convertReal(f##iter1), 1)); \</span></div>
<div class="line"><a name="l01421"></a><span class="lineno"> 1421</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01422"></a><span class="lineno"> 1422</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01423"></a><span class="lineno"> 1423</span>&#160; </div>
<div class="line"><a name="l01424"></a><span class="lineno"> 1424</span>&#160;<span class="preprocessor">#define GEMV_LOAD1_COL_COMPLEX_MMA(iter, N) \</span></div>
<div class="line"><a name="l01425"></a><span class="lineno"> 1425</span>&#160;<span class="preprocessor">  if (GEMV_GETN_COMPLEX(N) &gt; iter) { \</span></div>
<div class="line"><a name="l01426"></a><span class="lineno"> 1426</span>&#160;<span class="preprocessor">    if (GEMV_IS_COMPLEX_FLOAT) { \</span></div>
<div class="line"><a name="l01427"></a><span class="lineno"> 1427</span>&#160;<span class="preprocessor">      f##iter = GEMV_LOADPACKET_COL_COMPLEX(iter); \</span></div>
<div class="line"><a name="l01428"></a><span class="lineno"> 1428</span>&#160;<span class="preprocessor">      EIGEN_UNUSED_VARIABLE(a##iter); \</span></div>
<div class="line"><a name="l01429"></a><span class="lineno"> 1429</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l01430"></a><span class="lineno"> 1430</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR_COL_COMPLEX_MMA(iter, iter &lt;&lt; 1) \</span></div>
<div class="line"><a name="l01431"></a><span class="lineno"> 1431</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l01432"></a><span class="lineno"> 1432</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l01433"></a><span class="lineno"> 1433</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(a##iter); \</span></div>
<div class="line"><a name="l01434"></a><span class="lineno"> 1434</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(f##iter); \</span></div>
<div class="line"><a name="l01435"></a><span class="lineno"> 1435</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01436"></a><span class="lineno"> 1436</span>&#160; </div>
<div class="line"><a name="l01437"></a><span class="lineno"> 1437</span>&#160;<span class="preprocessor">#define GEMV_WORK1_COL_COMPLEX_MMA(iter, N) \</span></div>
<div class="line"><a name="l01438"></a><span class="lineno"> 1438</span>&#160;<span class="preprocessor">  if (GEMV_GETN_COMPLEX(N) &gt; iter) { \</span></div>
<div class="line"><a name="l01439"></a><span class="lineno"> 1439</span>&#160;<span class="preprocessor">    if (GEMV_IS_COMPLEX_FLOAT) { \</span></div>
<div class="line"><a name="l01440"></a><span class="lineno"> 1440</span>&#160;<span class="preprocessor">      gemv_mult_complex_MMA&lt;ScalarPacket, LhsScalar, PLhsPacket, PLhsPacket, RhsScalar, RhsPacket, ResPacket, ConjugateLhs, ConjugateRhs, ColMajor&gt;(f##iter, b, &amp;e0##iter); \</span></div>
<div class="line"><a name="l01441"></a><span class="lineno"> 1441</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l01442"></a><span class="lineno"> 1442</span>&#160;<span class="preprocessor">      gemv_mult_complex_MMA&lt;ScalarPacket, LhsScalar, PLhsPacket, __vector_pair, RhsScalar, RhsPacket, ResPacket, ConjugateLhs, ConjugateRhs, ColMajor&gt;(a##iter, b, &amp;e0##iter); \</span></div>
<div class="line"><a name="l01443"></a><span class="lineno"> 1443</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l01444"></a><span class="lineno"> 1444</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01445"></a><span class="lineno"> 1445</span>&#160; </div>
<div class="line"><a name="l01446"></a><span class="lineno"> 1446</span>&#160;<span class="preprocessor">#define GEMV_LOADPAIR2_COL_COMPLEX_MMA(iter1, iter2) \</span></div>
<div class="line"><a name="l01447"></a><span class="lineno"> 1447</span>&#160;<span class="preprocessor">  GEMV_BUILDPAIR_MMA(a##iter1, GEMV_LOADPACKET_COL_COMPLEX_DATA(iter2), GEMV_LOADPACKET_COL_COMPLEX_DATA((iter2) + 1)); \</span></div>
<div class="line"><a name="l01448"></a><span class="lineno"> 1448</span>&#160;<span class="preprocessor"></span> </div>
<div class="line"><a name="l01449"></a><span class="lineno"> 1449</span>&#160;<span class="preprocessor">#define GEMV_LOAD2_COL_COMPLEX_MMA(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l01450"></a><span class="lineno"> 1450</span>&#160;<span class="preprocessor">  if (GEMV_GETN_COMPLEX(N) &gt; iter1) { \</span></div>
<div class="line"><a name="l01451"></a><span class="lineno"> 1451</span>&#160;<span class="preprocessor">    if (GEMV_IS_COMPLEX_FLOAT) { \</span></div>
<div class="line"><a name="l01452"></a><span class="lineno"> 1452</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR2_COL_COMPLEX_MMA(iter2, iter2); \</span></div>
<div class="line"><a name="l01453"></a><span class="lineno"> 1453</span>&#160;<span class="preprocessor">      EIGEN_UNUSED_VARIABLE(a##iter3) \</span></div>
<div class="line"><a name="l01454"></a><span class="lineno"> 1454</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l01455"></a><span class="lineno"> 1455</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR2_COL_COMPLEX_MMA(iter2, iter2 &lt;&lt; 1); \</span></div>
<div class="line"><a name="l01456"></a><span class="lineno"> 1456</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR2_COL_COMPLEX_MMA(iter3, iter3 &lt;&lt; 1); \</span></div>
<div class="line"><a name="l01457"></a><span class="lineno"> 1457</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l01458"></a><span class="lineno"> 1458</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l01459"></a><span class="lineno"> 1459</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(a##iter2); \</span></div>
<div class="line"><a name="l01460"></a><span class="lineno"> 1460</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(a##iter3); \</span></div>
<div class="line"><a name="l01461"></a><span class="lineno"> 1461</span>&#160;<span class="preprocessor">  } \</span></div>
<div class="line"><a name="l01462"></a><span class="lineno"> 1462</span>&#160;<span class="preprocessor">  EIGEN_UNUSED_VARIABLE(f##iter2); \</span></div>
<div class="line"><a name="l01463"></a><span class="lineno"> 1463</span>&#160;<span class="preprocessor">  EIGEN_UNUSED_VARIABLE(f##iter3);</span></div>
<div class="line"><a name="l01464"></a><span class="lineno"> 1464</span>&#160; </div>
<div class="line"><a name="l01465"></a><span class="lineno"> 1465</span>&#160;<span class="preprocessor">#define GEMV_WORK2_COL_COMPLEX_MMA(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l01466"></a><span class="lineno"> 1466</span>&#160;<span class="preprocessor">  if (GEMV_GETN_COMPLEX(N) &gt; iter1) { \</span></div>
<div class="line"><a name="l01467"></a><span class="lineno"> 1467</span>&#160;<span class="preprocessor">    if (GEMV_IS_COMPLEX_FLOAT) { \</span></div>
<div class="line"><a name="l01468"></a><span class="lineno"> 1468</span>&#160;<span class="preprocessor">      PLhsPacket g[2]; \</span></div>
<div class="line"><a name="l01469"></a><span class="lineno"> 1469</span>&#160;<span class="preprocessor">      __builtin_vsx_disassemble_pair(reinterpret_cast&lt;void*&gt;(g), &amp;a##iter2); \</span></div>
<div class="line"><a name="l01470"></a><span class="lineno"> 1470</span>&#160;<span class="preprocessor">      gemv_mult_complex_MMA&lt;ScalarPacket, LhsScalar, PLhsPacket, PLhsPacket, RhsScalar, RhsPacket, ResPacket, ConjugateLhs, ConjugateRhs, ColMajor&gt;(g[0], b, &amp;e0##iter2); \</span></div>
<div class="line"><a name="l01471"></a><span class="lineno"> 1471</span>&#160;<span class="preprocessor">      gemv_mult_complex_MMA&lt;ScalarPacket, LhsScalar, PLhsPacket, PLhsPacket, RhsScalar, RhsPacket, ResPacket, ConjugateLhs, ConjugateRhs, ColMajor&gt;(g[1], b, &amp;e0##iter3); \</span></div>
<div class="line"><a name="l01472"></a><span class="lineno"> 1472</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l01473"></a><span class="lineno"> 1473</span>&#160;<span class="preprocessor">      gemv_mult_complex_MMA&lt;ScalarPacket, LhsScalar, PLhsPacket, __vector_pair, RhsScalar, RhsPacket, ResPacket, ConjugateLhs, ConjugateRhs, ColMajor&gt;(a##iter2, b, &amp;e0##iter2); \</span></div>
<div class="line"><a name="l01474"></a><span class="lineno"> 1474</span>&#160;<span class="preprocessor">      gemv_mult_complex_MMA&lt;ScalarPacket, LhsScalar, PLhsPacket, __vector_pair, RhsScalar, RhsPacket, ResPacket, ConjugateLhs, ConjugateRhs, ColMajor&gt;(a##iter3, b, &amp;e0##iter3); \</span></div>
<div class="line"><a name="l01475"></a><span class="lineno"> 1475</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l01476"></a><span class="lineno"> 1476</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01477"></a><span class="lineno"> 1477</span>&#160; </div>
<div class="line"><a name="l01478"></a><span class="lineno"> 1478</span>&#160;<span class="preprocessor">#if EIGEN_COMP_LLVM</span></div>
<div class="line"><a name="l01479"></a><span class="lineno"> 1479</span>&#160;<span class="preprocessor">#define GEMV_LOAD_COL_COMPLEX_MMA(N) \</span></div>
<div class="line"><a name="l01480"></a><span class="lineno"> 1480</span>&#160;<span class="preprocessor">  if (GEMV_GETN_COMPLEX(N) &gt; 1) { \</span></div>
<div class="line"><a name="l01481"></a><span class="lineno"> 1481</span>&#160;<span class="preprocessor">    GEMV_UNROLL_HALF(GEMV_LOAD2_COL_COMPLEX_MMA, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l01482"></a><span class="lineno"> 1482</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l01483"></a><span class="lineno"> 1483</span>&#160;<span class="preprocessor">    GEMV_UNROLL(GEMV_LOAD1_COL_COMPLEX_MMA, N) \</span></div>
<div class="line"><a name="l01484"></a><span class="lineno"> 1484</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01485"></a><span class="lineno"> 1485</span>&#160; </div>
<div class="line"><a name="l01486"></a><span class="lineno"> 1486</span>&#160;<span class="preprocessor">#define GEMV_WORK_COL_COMPLEX_MMA(N) \</span></div>
<div class="line"><a name="l01487"></a><span class="lineno"> 1487</span>&#160;<span class="preprocessor">  if (GEMV_GETN_COMPLEX(N) &gt; 1) { \</span></div>
<div class="line"><a name="l01488"></a><span class="lineno"> 1488</span>&#160;<span class="preprocessor">    GEMV_UNROLL_HALF(GEMV_WORK2_COL_COMPLEX_MMA, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l01489"></a><span class="lineno"> 1489</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l01490"></a><span class="lineno"> 1490</span>&#160;<span class="preprocessor">    GEMV_UNROLL(GEMV_WORK1_COL_COMPLEX_MMA, N) \</span></div>
<div class="line"><a name="l01491"></a><span class="lineno"> 1491</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01492"></a><span class="lineno"> 1492</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l01493"></a><span class="lineno"> 1493</span>&#160;<span class="preprocessor">#define GEMV_LOAD_COL_COMPLEX_MMA(N) \</span></div>
<div class="line"><a name="l01494"></a><span class="lineno"> 1494</span>&#160;<span class="preprocessor">  GEMV_UNROLL(GEMV_LOAD1_COL_COMPLEX_MMA, N)</span></div>
<div class="line"><a name="l01495"></a><span class="lineno"> 1495</span>&#160; </div>
<div class="line"><a name="l01496"></a><span class="lineno"> 1496</span>&#160;<span class="preprocessor">#define GEMV_WORK_COL_COMPLEX_MMA(N) \</span></div>
<div class="line"><a name="l01497"></a><span class="lineno"> 1497</span>&#160;<span class="preprocessor">  GEMV_UNROLL(GEMV_WORK1_COL_COMPLEX_MMA, N)</span></div>
<div class="line"><a name="l01498"></a><span class="lineno"> 1498</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01499"></a><span class="lineno"> 1499</span>&#160; </div>
<div class="line"><a name="l01500"></a><span class="lineno"> 1500</span>&#160;<span class="preprocessor">#define GEMV_DISASSEMBLE_COMPLEX_MMA(iter) \</span></div>
<div class="line"><a name="l01501"></a><span class="lineno"> 1501</span>&#160;<span class="preprocessor">  disassembleResults&lt;Scalar, ScalarPacket, ResPacketSize, LhsPacket, RhsPacket, ConjugateLhs, ConjugateRhs&gt;(&amp;e0##iter, result0##iter); \</span></div>
<div class="line"><a name="l01502"></a><span class="lineno"> 1502</span>&#160;<span class="preprocessor"></span> </div>
<div class="line"><a name="l01503"></a><span class="lineno"> 1503</span>&#160;<span class="preprocessor">#define GEMV_STORE_COL_COMPLEX_MMA(iter, N) \</span></div>
<div class="line"><a name="l01504"></a><span class="lineno"> 1504</span>&#160;<span class="preprocessor">  if (GEMV_GETN_COMPLEX(N) &gt; iter) { \</span></div>
<div class="line"><a name="l01505"></a><span class="lineno"> 1505</span>&#160;<span class="preprocessor">    GEMV_DISASSEMBLE_COMPLEX_MMA(iter); \</span></div>
<div class="line"><a name="l01506"></a><span class="lineno"> 1506</span>&#160;<span class="preprocessor">    c0##iter = PResPacket(result0##iter.packet[0]); \</span></div>
<div class="line"><a name="l01507"></a><span class="lineno"> 1507</span>&#160;<span class="preprocessor">    if (GEMV_IS_COMPLEX_FLOAT) { \</span></div>
<div class="line"><a name="l01508"></a><span class="lineno"> 1508</span>&#160;<span class="preprocessor">      pstoreu_pmadd_complex&lt;Scalar, ScalarPacket, PResPacket, ResPacket, ResScalar, AlphaData&gt;(c0##iter, alpha_data, res + i + (iter * ResPacketSize)); \</span></div>
<div class="line"><a name="l01509"></a><span class="lineno"> 1509</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l01510"></a><span class="lineno"> 1510</span>&#160;<span class="preprocessor">      pstoreu_pmadd_complex&lt;Scalar, ScalarPacket, PResPacket, ResPacket, ResScalar, AlphaData&gt;(c0##iter, alpha_data, res + i + ((iter &lt;&lt; 1) * ResPacketSize)); \</span></div>
<div class="line"><a name="l01511"></a><span class="lineno"> 1511</span>&#160;<span class="preprocessor">      c0##iter = PResPacket(result0##iter.packet[2]); \</span></div>
<div class="line"><a name="l01512"></a><span class="lineno"> 1512</span>&#160;<span class="preprocessor">      pstoreu_pmadd_complex&lt;Scalar, ScalarPacket, PResPacket, ResPacket, ResScalar, AlphaData&gt;(c0##iter, alpha_data, res + i + (((iter &lt;&lt; 1) + 1) * ResPacketSize)); \</span></div>
<div class="line"><a name="l01513"></a><span class="lineno"> 1513</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l01514"></a><span class="lineno"> 1514</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01515"></a><span class="lineno"> 1515</span>&#160; </div>
<div class="line"><a name="l01516"></a><span class="lineno"> 1516</span>&#160;<span class="preprocessor">#define GEMV_STORE2_COL_COMPLEX_MMA(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l01517"></a><span class="lineno"> 1517</span>&#160;<span class="preprocessor">  if (GEMV_GETN_COMPLEX(N) &gt; iter1) { \</span></div>
<div class="line"><a name="l01518"></a><span class="lineno"> 1518</span>&#160;<span class="preprocessor">    GEMV_DISASSEMBLE_COMPLEX_MMA(iter2); \</span></div>
<div class="line"><a name="l01519"></a><span class="lineno"> 1519</span>&#160;<span class="preprocessor">    GEMV_DISASSEMBLE_COMPLEX_MMA(iter3); \</span></div>
<div class="line"><a name="l01520"></a><span class="lineno"> 1520</span>&#160;<span class="preprocessor">    c0##iter2 = PResPacket(result0##iter2.packet[0]); \</span></div>
<div class="line"><a name="l01521"></a><span class="lineno"> 1521</span>&#160;<span class="preprocessor">    if (GEMV_IS_COMPLEX_FLOAT) { \</span></div>
<div class="line"><a name="l01522"></a><span class="lineno"> 1522</span>&#160;<span class="preprocessor">      c0##iter3 = PResPacket(result0##iter3.packet[0]); \</span></div>
<div class="line"><a name="l01523"></a><span class="lineno"> 1523</span>&#160;<span class="preprocessor">      pstoreu_pmadd_complex&lt;Index, ScalarPacket, PResPacket, ResPacket, ResScalar, AlphaData, ResPacketSize, iter2&gt;(c0##iter2, c0##iter3, alpha_data, res + i); \</span></div>
<div class="line"><a name="l01524"></a><span class="lineno"> 1524</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l01525"></a><span class="lineno"> 1525</span>&#160;<span class="preprocessor">      c0##iter3 = PResPacket(result0##iter2.packet[2]); \</span></div>
<div class="line"><a name="l01526"></a><span class="lineno"> 1526</span>&#160;<span class="preprocessor">      pstoreu_pmadd_complex&lt;Index, ScalarPacket, PResPacket, ResPacket, ResScalar, AlphaData, ResPacketSize, iter2 &lt;&lt; 1&gt;(c0##iter2, c0##iter3, alpha_data, res + i); \</span></div>
<div class="line"><a name="l01527"></a><span class="lineno"> 1527</span>&#160;<span class="preprocessor">      c0##iter2 = PResPacket(result0##iter3.packet[0]); \</span></div>
<div class="line"><a name="l01528"></a><span class="lineno"> 1528</span>&#160;<span class="preprocessor">      c0##iter3 = PResPacket(result0##iter3.packet[2]); \</span></div>
<div class="line"><a name="l01529"></a><span class="lineno"> 1529</span>&#160;<span class="preprocessor">      pstoreu_pmadd_complex&lt;Index, ScalarPacket, PResPacket, ResPacket, ResScalar, AlphaData, ResPacketSize, iter3 &lt;&lt; 1&gt;(c0##iter2, c0##iter3, alpha_data, res + i); \</span></div>
<div class="line"><a name="l01530"></a><span class="lineno"> 1530</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l01531"></a><span class="lineno"> 1531</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01532"></a><span class="lineno"> 1532</span>&#160; </div>
<div class="line"><a name="l01533"></a><span class="lineno"> 1533</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_COL_COMPLEX_ONE_MMA(N) \</span></div>
<div class="line"><a name="l01534"></a><span class="lineno"> 1534</span>&#160;<span class="preprocessor">  GEMV_UNROLL(GEMV_INIT_COL_COMPLEX_MMA, N) \</span></div>
<div class="line"><a name="l01535"></a><span class="lineno"> 1535</span>&#160;<span class="preprocessor">  Index j = j2; \</span></div>
<div class="line"><a name="l01536"></a><span class="lineno"> 1536</span>&#160;<span class="preprocessor">  do { \</span></div>
<div class="line"><a name="l01537"></a><span class="lineno"> 1537</span>&#160;<span class="preprocessor">    const RhsScalar&amp; b1 = rhs2(j, 0); \</span></div>
<div class="line"><a name="l01538"></a><span class="lineno"> 1538</span>&#160;<span class="preprocessor">    RhsScalar* b = const_cast&lt;RhsScalar *&gt;(&amp;b1); \</span></div>
<div class="line"><a name="l01539"></a><span class="lineno"> 1539</span>&#160;<span class="preprocessor">    GEMV_UNROLL(GEMV_PREFETCH, N) \</span></div>
<div class="line"><a name="l01540"></a><span class="lineno"> 1540</span>&#160;<span class="preprocessor">    GEMV_LOAD_COL_COMPLEX_MMA(N) \</span></div>
<div class="line"><a name="l01541"></a><span class="lineno"> 1541</span>&#160;<span class="preprocessor">    GEMV_WORK_COL_COMPLEX_MMA(N) \</span></div>
<div class="line"><a name="l01542"></a><span class="lineno"> 1542</span>&#160;<span class="preprocessor">  } while (++j &lt; jend); \</span></div>
<div class="line"><a name="l01543"></a><span class="lineno"> 1543</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &lt;= 2) { \</span></div>
<div class="line"><a name="l01544"></a><span class="lineno"> 1544</span>&#160;<span class="preprocessor">    GEMV_UNROLL(GEMV_STORE_COL_COMPLEX_MMA, N) \</span></div>
<div class="line"><a name="l01545"></a><span class="lineno"> 1545</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l01546"></a><span class="lineno"> 1546</span>&#160;<span class="preprocessor">    GEMV_UNROLL_HALF(GEMV_STORE2_COL_COMPLEX_MMA, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l01547"></a><span class="lineno"> 1547</span>&#160;<span class="preprocessor">  } \</span></div>
<div class="line"><a name="l01548"></a><span class="lineno"> 1548</span>&#160;<span class="preprocessor">  i += (ResPacketSize * N);</span></div>
<div class="line"><a name="l01549"></a><span class="lineno"> 1549</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01550"></a><span class="lineno"> 1550</span>&#160; </div>
<div class="line"><a name="l01551"></a><span class="lineno"> 1551</span>&#160;<span class="preprocessor">#define GEMV_INIT_COMPLEX(iter, N) \</span></div>
<div class="line"><a name="l01552"></a><span class="lineno"> 1552</span>&#160;<span class="preprocessor">  if (N &gt; iter) { \</span></div>
<div class="line"><a name="l01553"></a><span class="lineno"> 1553</span>&#160;<span class="preprocessor">    c0##iter = pset_zero&lt;PResPacket&gt;(); \</span></div>
<div class="line"><a name="l01554"></a><span class="lineno"> 1554</span>&#160;<span class="preprocessor">    c1##iter = pset_init&lt;ResPacket, LhsPacket, RhsPacket&gt;(c1##iter); \</span></div>
<div class="line"><a name="l01555"></a><span class="lineno"> 1555</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l01556"></a><span class="lineno"> 1556</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(c0##iter); \</span></div>
<div class="line"><a name="l01557"></a><span class="lineno"> 1557</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(c1##iter); \</span></div>
<div class="line"><a name="l01558"></a><span class="lineno"> 1558</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01559"></a><span class="lineno"> 1559</span>&#160; </div>
<div class="line"><a name="l01560"></a><span class="lineno"> 1560</span>&#160;<span class="preprocessor">#define GEMV_WORK_COL_COMPLEX(iter, N) \</span></div>
<div class="line"><a name="l01561"></a><span class="lineno"> 1561</span>&#160;<span class="preprocessor">  if (N &gt; iter) { \</span></div>
<div class="line"><a name="l01562"></a><span class="lineno"> 1562</span>&#160;<span class="preprocessor">    f##iter = GEMV_LOADPACKET_COL_COMPLEX(iter); \</span></div>
<div class="line"><a name="l01563"></a><span class="lineno"> 1563</span>&#160;<span class="preprocessor">    gemv_mult_complex&lt;ScalarPacket, PLhsPacket, RhsScalar, RhsPacket, PResPacket, ResPacket, ConjugateLhs, ConjugateRhs, ColMajor&gt;(f##iter, b, c0##iter, c1##iter); \</span></div>
<div class="line"><a name="l01564"></a><span class="lineno"> 1564</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l01565"></a><span class="lineno"> 1565</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(f##iter); \</span></div>
<div class="line"><a name="l01566"></a><span class="lineno"> 1566</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01567"></a><span class="lineno"> 1567</span>&#160; </div>
<div class="line"><a name="l01568"></a><span class="lineno"> 1568</span>&#160;<span class="preprocessor">#define GEMV_STORE_COL_COMPLEX(iter, N) \</span></div>
<div class="line"><a name="l01569"></a><span class="lineno"> 1569</span>&#160;<span class="preprocessor">  if (N &gt; iter) { \</span></div>
<div class="line"><a name="l01570"></a><span class="lineno"> 1570</span>&#160;<span class="preprocessor">    if (GEMV_IS_COMPLEX_COMPLEX) { \</span></div>
<div class="line"><a name="l01571"></a><span class="lineno"> 1571</span>&#160;<span class="preprocessor">      c0##iter = padd(c0##iter, c1##iter); \</span></div>
<div class="line"><a name="l01572"></a><span class="lineno"> 1572</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l01573"></a><span class="lineno"> 1573</span>&#160;<span class="preprocessor">    pstoreu_pmadd_complex&lt;Scalar, ScalarPacket, PResPacket, ResPacket, ResScalar, AlphaData&gt;(c0##iter, alpha_data, res + i + (iter * ResPacketSize)); \</span></div>
<div class="line"><a name="l01574"></a><span class="lineno"> 1574</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01575"></a><span class="lineno"> 1575</span>&#160; </div>
<div class="line"><a name="l01577"></a><span class="lineno"> 1577</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_COL_COMPLEX_ONE(N) \</span></div>
<div class="line"><a name="l01578"></a><span class="lineno"> 1578</span>&#160;<span class="preprocessor">  GEMV_UNROLL(GEMV_INIT_COMPLEX, N) \</span></div>
<div class="line"><a name="l01579"></a><span class="lineno"> 1579</span>&#160;<span class="preprocessor">  Index j = j2; \</span></div>
<div class="line"><a name="l01580"></a><span class="lineno"> 1580</span>&#160;<span class="preprocessor">  do { \</span></div>
<div class="line"><a name="l01581"></a><span class="lineno"> 1581</span>&#160;<span class="preprocessor">    const RhsScalar&amp; b1 = rhs2(j, 0); \</span></div>
<div class="line"><a name="l01582"></a><span class="lineno"> 1582</span>&#160;<span class="preprocessor">    RhsScalar* b = const_cast&lt;RhsScalar *&gt;(&amp;b1); \</span></div>
<div class="line"><a name="l01583"></a><span class="lineno"> 1583</span>&#160;<span class="preprocessor">    GEMV_UNROLL(GEMV_PREFETCH, N) \</span></div>
<div class="line"><a name="l01584"></a><span class="lineno"> 1584</span>&#160;<span class="preprocessor">    GEMV_UNROLL(GEMV_WORK_COL_COMPLEX, N) \</span></div>
<div class="line"><a name="l01585"></a><span class="lineno"> 1585</span>&#160;<span class="preprocessor">  } while (++j &lt; jend); \</span></div>
<div class="line"><a name="l01586"></a><span class="lineno"> 1586</span>&#160;<span class="preprocessor">  GEMV_UNROLL(GEMV_STORE_COL_COMPLEX, N) \</span></div>
<div class="line"><a name="l01587"></a><span class="lineno"> 1587</span>&#160;<span class="preprocessor">  i += (ResPacketSize * N);</span></div>
<div class="line"><a name="l01588"></a><span class="lineno"> 1588</span>&#160; </div>
<div class="line"><a name="l01589"></a><span class="lineno"> 1589</span>&#160;<span class="preprocessor">#if defined(USE_GEMV_MMA) &amp;&amp; (EIGEN_COMP_LLVM || defined(USE_SLOWER_GEMV_MMA))</span></div>
<div class="line"><a name="l01590"></a><span class="lineno"> 1590</span>&#160;<span class="preprocessor">#define USE_GEMV_COL_COMPLEX_MMA</span></div>
<div class="line"><a name="l01591"></a><span class="lineno"> 1591</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01592"></a><span class="lineno"> 1592</span>&#160; </div>
<div class="line"><a name="l01593"></a><span class="lineno"> 1593</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_COL_COMPLEX_MMA</span></div>
<div class="line"><a name="l01594"></a><span class="lineno"> 1594</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_COL_COMPLEX(N) \</span></div>
<div class="line"><a name="l01595"></a><span class="lineno"> 1595</span>&#160;<span class="preprocessor">  GEMV_PROCESS_COL_COMPLEX_ONE_MMA(N)</span></div>
<div class="line"><a name="l01596"></a><span class="lineno"> 1596</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l01597"></a><span class="lineno"> 1597</span>&#160;<span class="preprocessor">#if defined(USE_GEMV_MMA) &amp;&amp; (__GNUC__ &gt; 10)</span></div>
<div class="line"><a name="l01598"></a><span class="lineno"> 1598</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_COL_COMPLEX(N) \</span></div>
<div class="line"><a name="l01599"></a><span class="lineno"> 1599</span>&#160;<span class="preprocessor">  if (sizeof(Scalar) != sizeof(LhsPacket)) { \</span></div>
<div class="line"><a name="l01600"></a><span class="lineno"> 1600</span>&#160;<span class="preprocessor">    GEMV_PROCESS_COL_COMPLEX_ONE_MMA(N) \</span></div>
<div class="line"><a name="l01601"></a><span class="lineno"> 1601</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l01602"></a><span class="lineno"> 1602</span>&#160;<span class="preprocessor">    GEMV_PROCESS_COL_COMPLEX_ONE(N) \</span></div>
<div class="line"><a name="l01603"></a><span class="lineno"> 1603</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01604"></a><span class="lineno"> 1604</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l01605"></a><span class="lineno"> 1605</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_COL_COMPLEX(N) \</span></div>
<div class="line"><a name="l01606"></a><span class="lineno"> 1606</span>&#160;<span class="preprocessor">  GEMV_PROCESS_COL_COMPLEX_ONE(N)</span></div>
<div class="line"><a name="l01607"></a><span class="lineno"> 1607</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01608"></a><span class="lineno"> 1608</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01609"></a><span class="lineno"> 1609</span>&#160; </div>
<div class="line"><a name="l01610"></a><span class="lineno"> 1610</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> Index, <span class="keyword">typename</span> Scalar, <span class="keyword">typename</span> LhsScalar, <span class="keyword">typename</span> LhsMapper, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> LhsIsReal, <span class="keyword">typename</span> RhsScalar, <span class="keyword">typename</span> RhsMapper, <span class="keywordtype">bool</span> ConjugateRhs, <span class="keywordtype">bool</span> RhsIsReal, <span class="keyword">typename</span> ResScalar&gt;</div>
<div class="line"><a name="l01611"></a><span class="lineno"> 1611</span>&#160;EIGEN_STRONG_INLINE <span class="keywordtype">void</span> gemv_complex_col(</div>
<div class="line"><a name="l01612"></a><span class="lineno"> 1612</span>&#160;    Index rows, Index cols,</div>
<div class="line"><a name="l01613"></a><span class="lineno"> 1613</span>&#160;    <span class="keyword">const</span> LhsMapper&amp; alhs,</div>
<div class="line"><a name="l01614"></a><span class="lineno"> 1614</span>&#160;    <span class="keyword">const</span> RhsMapper&amp; rhs,</div>
<div class="line"><a name="l01615"></a><span class="lineno"> 1615</span>&#160;    ResScalar* res, Index resIncr,</div>
<div class="line"><a name="l01616"></a><span class="lineno"> 1616</span>&#160;    ResScalar alpha)</div>
<div class="line"><a name="l01617"></a><span class="lineno"> 1617</span>&#160;{</div>
<div class="line"><a name="l01618"></a><span class="lineno"> 1618</span>&#160;    <span class="keyword">typedef</span> gemv_traits&lt;LhsScalar, RhsScalar&gt; Traits;</div>
<div class="line"><a name="l01619"></a><span class="lineno"> 1619</span>&#160; </div>
<div class="line"><a name="l01620"></a><span class="lineno"> 1620</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> Traits::LhsPacket LhsPacket;</div>
<div class="line"><a name="l01621"></a><span class="lineno"> 1621</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> Traits::RhsPacket RhsPacket;</div>
<div class="line"><a name="l01622"></a><span class="lineno"> 1622</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> Traits::ResPacket ResPacket;</div>
<div class="line"><a name="l01623"></a><span class="lineno"> 1623</span>&#160; </div>
<div class="line"><a name="l01624"></a><span class="lineno"> 1624</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> packet_traits&lt;Scalar&gt;::type ScalarPacket;</div>
<div class="line"><a name="l01625"></a><span class="lineno"> 1625</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> packet_traits&lt;LhsScalar&gt;::type PLhsPacket;</div>
<div class="line"><a name="l01626"></a><span class="lineno"> 1626</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> packet_traits&lt;ResScalar&gt;::type PResPacket;</div>
<div class="line"><a name="l01627"></a><span class="lineno"> 1627</span>&#160;    <span class="keyword">typedef</span> gemv_traits&lt;ResPacket, ResPacket&gt; PTraits;</div>
<div class="line"><a name="l01628"></a><span class="lineno"> 1628</span>&#160; </div>
<div class="line"><a name="l01629"></a><span class="lineno"> 1629</span>&#160;    EIGEN_UNUSED_VARIABLE(resIncr);</div>
<div class="line"><a name="l01630"></a><span class="lineno"> 1630</span>&#160;    eigen_internal_assert(resIncr == 1);</div>
<div class="line"><a name="l01631"></a><span class="lineno"> 1631</span>&#160; </div>
<div class="line"><a name="l01632"></a><span class="lineno"> 1632</span>&#160;    <span class="comment">// The following copy tells the compiler that lhs&#39;s attributes are not modified outside this function</span></div>
<div class="line"><a name="l01633"></a><span class="lineno"> 1633</span>&#160;    <span class="comment">// This helps GCC to generate proper code.</span></div>
<div class="line"><a name="l01634"></a><span class="lineno"> 1634</span>&#160;    LhsMapper lhs(alhs);</div>
<div class="line"><a name="l01635"></a><span class="lineno"> 1635</span>&#160;    RhsMapper rhs2(rhs);</div>
<div class="line"><a name="l01636"></a><span class="lineno"> 1636</span>&#160; </div>
<div class="line"><a name="l01637"></a><span class="lineno"> 1637</span>&#160;    conj_helper&lt;LhsScalar, RhsScalar, ConjugateLhs, ConjugateRhs&gt; cj;</div>
<div class="line"><a name="l01638"></a><span class="lineno"> 1638</span>&#160; </div>
<div class="line"><a name="l01639"></a><span class="lineno"> 1639</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> lhsStride = lhs.stride();</div>
<div class="line"><a name="l01640"></a><span class="lineno"> 1640</span>&#160;    <span class="comment">// TODO: for padded aligned inputs, we could enable aligned reads</span></div>
<div class="line"><a name="l01641"></a><span class="lineno"> 1641</span>&#160;    <span class="keyword">enum</span> {</div>
<div class="line"><a name="l01642"></a><span class="lineno"> 1642</span>&#160;        LhsAlignment = <a class="code" href="group__enums.html#gga45fe06e29902b7a2773de05ba27b47a1a4e19dd09d5ff42295ba1d72d12a46686">Unaligned</a>,</div>
<div class="line"><a name="l01643"></a><span class="lineno"> 1643</span>&#160;        ResPacketSize = PTraits::ResPacketSize,</div>
<div class="line"><a name="l01644"></a><span class="lineno"> 1644</span>&#160;        LhsPacketSize = PTraits::LhsPacketSize,</div>
<div class="line"><a name="l01645"></a><span class="lineno"> 1645</span>&#160;        RhsPacketSize = PTraits::RhsPacketSize,</div>
<div class="line"><a name="l01646"></a><span class="lineno"> 1646</span>&#160;    };</div>
<div class="line"><a name="l01647"></a><span class="lineno"> 1647</span>&#160;<span class="preprocessor">#ifdef EIGEN_POWER_USE_GEMV_PREFETCH</span></div>
<div class="line"><a name="l01648"></a><span class="lineno"> 1648</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> prefetch_dist = 64 * LhsPacketSize;</div>
<div class="line"><a name="l01649"></a><span class="lineno"> 1649</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01650"></a><span class="lineno"> 1650</span>&#160; </div>
<div class="line"><a name="l01651"></a><span class="lineno"> 1651</span>&#160;<span class="preprocessor">#ifndef GCC_ONE_VECTORPAIR_BUG</span></div>
<div class="line"><a name="l01652"></a><span class="lineno"> 1652</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n8 = rows - 8 * ResPacketSize + 1;</div>
<div class="line"><a name="l01653"></a><span class="lineno"> 1653</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n4 = rows - 4 * ResPacketSize + 1;</div>
<div class="line"><a name="l01654"></a><span class="lineno"> 1654</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n2 = rows - 2 * ResPacketSize + 1;</div>
<div class="line"><a name="l01655"></a><span class="lineno"> 1655</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01656"></a><span class="lineno"> 1656</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n1 = rows - 1 * ResPacketSize + 1;</div>
<div class="line"><a name="l01657"></a><span class="lineno"> 1657</span>&#160; </div>
<div class="line"><a name="l01658"></a><span class="lineno"> 1658</span>&#160;    <span class="comment">// TODO: improve the following heuristic:</span></div>
<div class="line"><a name="l01659"></a><span class="lineno"> 1659</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> block_cols = cols &lt; 128 ? cols : (lhsStride * <span class="keyword">sizeof</span>(LhsScalar) &lt; 16000 ? 16 : 8);</div>
<div class="line"><a name="l01660"></a><span class="lineno"> 1660</span>&#160; </div>
<div class="line"><a name="l01661"></a><span class="lineno"> 1661</span>&#160;    <span class="keyword">typedef</span> alpha_store&lt;PResPacket, ResPacket, ResScalar, Scalar&gt; AlphaData;</div>
<div class="line"><a name="l01662"></a><span class="lineno"> 1662</span>&#160;    AlphaData alpha_data(alpha);</div>
<div class="line"><a name="l01663"></a><span class="lineno"> 1663</span>&#160; </div>
<div class="line"><a name="l01664"></a><span class="lineno"> 1664</span>&#160;    <span class="keywordflow">for</span> (Index j2 = 0; j2 &lt; cols; j2 += block_cols)</div>
<div class="line"><a name="l01665"></a><span class="lineno"> 1665</span>&#160;    {</div>
<div class="line"><a name="l01666"></a><span class="lineno"> 1666</span>&#160;        <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> jend = numext::mini(j2 + block_cols, cols);</div>
<div class="line"><a name="l01667"></a><span class="lineno"> 1667</span>&#160;        <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> i = 0;</div>
<div class="line"><a name="l01668"></a><span class="lineno"> 1668</span>&#160;        PResPacket c00, c01, c02, c03, c04, c05, c06, c07;</div>
<div class="line"><a name="l01669"></a><span class="lineno"> 1669</span>&#160;        ResPacket c10, c11, c12, c13, c14, c15, c16, c17;</div>
<div class="line"><a name="l01670"></a><span class="lineno"> 1670</span>&#160;        PLhsPacket f0, f1, f2, f3, f4, f5, f6, f7;</div>
<div class="line"><a name="l01671"></a><span class="lineno"> 1671</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l01672"></a><span class="lineno"> 1672</span>&#160;        __vector_quad e00, e01, e02, e03, e04, e05, e06, e07;</div>
<div class="line"><a name="l01673"></a><span class="lineno"> 1673</span>&#160;        __vector_pair a0, a1, a2, a3, a4, a5, a6, a7;</div>
<div class="line"><a name="l01674"></a><span class="lineno"> 1674</span>&#160;        PacketBlock&lt;ScalarPacket, 4&gt; result00, result01, result02, result03, result04, result05, result06, result07;</div>
<div class="line"><a name="l01675"></a><span class="lineno"> 1675</span>&#160;        GEMV_UNUSED(8, e0)</div>
<div class="line"><a name="l01676"></a><span class="lineno"> 1676</span>&#160;        GEMV_UNUSED(8, result0)</div>
<div class="line"><a name="l01677"></a><span class="lineno"> 1677</span>&#160;        GEMV_UNUSED(8, a)</div>
<div class="line"><a name="l01678"></a><span class="lineno"> 1678</span>&#160;        GEMV_UNUSED(8, f)</div>
<div class="line"><a name="l01679"></a><span class="lineno"> 1679</span>&#160;<span class="preprocessor">#if !defined(GCC_ONE_VECTORPAIR_BUG) &amp;&amp; defined(USE_GEMV_COL_COMPLEX_MMA)</span></div>
<div class="line"><a name="l01680"></a><span class="lineno"> 1680</span>&#160;        <span class="keywordflow">if</span> (GEMV_IS_COMPLEX_COMPLEX || !GEMV_IS_COMPLEX_FLOAT)</div>
<div class="line"><a name="l01681"></a><span class="lineno"> 1681</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01682"></a><span class="lineno"> 1682</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01683"></a><span class="lineno"> 1683</span>&#160;<span class="preprocessor">#ifndef GCC_ONE_VECTORPAIR_BUG</span></div>
<div class="line"><a name="l01684"></a><span class="lineno"> 1684</span>&#160;        {</div>
<div class="line"><a name="l01685"></a><span class="lineno"> 1685</span>&#160;            <span class="keywordflow">while</span> (i &lt; n8)</div>
<div class="line"><a name="l01686"></a><span class="lineno"> 1686</span>&#160;            {</div>
<div class="line"><a name="l01687"></a><span class="lineno"> 1687</span>&#160;                GEMV_PROCESS_COL_COMPLEX(8)</div>
<div class="line"><a name="l01688"></a><span class="lineno"> 1688</span>&#160;            }</div>
<div class="line"><a name="l01689"></a><span class="lineno"> 1689</span>&#160;        }</div>
<div class="line"><a name="l01690"></a><span class="lineno"> 1690</span>&#160;        <span class="keywordflow">while</span> (i &lt; n4)</div>
<div class="line"><a name="l01691"></a><span class="lineno"> 1691</span>&#160;        {</div>
<div class="line"><a name="l01692"></a><span class="lineno"> 1692</span>&#160;            GEMV_PROCESS_COL_COMPLEX(4)</div>
<div class="line"><a name="l01693"></a><span class="lineno"> 1693</span>&#160;        }</div>
<div class="line"><a name="l01694"></a><span class="lineno"> 1694</span>&#160;        <span class="keywordflow">if</span> (i &lt; n2)</div>
<div class="line"><a name="l01695"></a><span class="lineno"> 1695</span>&#160;        {</div>
<div class="line"><a name="l01696"></a><span class="lineno"> 1696</span>&#160;            GEMV_PROCESS_COL_COMPLEX(2)</div>
<div class="line"><a name="l01697"></a><span class="lineno"> 1697</span>&#160;        }</div>
<div class="line"><a name="l01698"></a><span class="lineno"> 1698</span>&#160;        <span class="keywordflow">if</span> (i &lt; n1)</div>
<div class="line"><a name="l01699"></a><span class="lineno"> 1699</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l01700"></a><span class="lineno"> 1700</span>&#160;        <span class="keywordflow">while</span> (i &lt; n1)</div>
<div class="line"><a name="l01701"></a><span class="lineno"> 1701</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01702"></a><span class="lineno"> 1702</span>&#160;        {</div>
<div class="line"><a name="l01703"></a><span class="lineno"> 1703</span>&#160;            GEMV_PROCESS_COL_COMPLEX_ONE(1)</div>
<div class="line"><a name="l01704"></a><span class="lineno"> 1704</span>&#160;        }</div>
<div class="line"><a name="l01705"></a><span class="lineno"> 1705</span>&#160;        <span class="keywordflow">for</span> (;i &lt; rows;++i)</div>
<div class="line"><a name="l01706"></a><span class="lineno"> 1706</span>&#160;        {</div>
<div class="line"><a name="l01707"></a><span class="lineno"> 1707</span>&#160;            ResScalar d0(0);</div>
<div class="line"><a name="l01708"></a><span class="lineno"> 1708</span>&#160;            <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> j = j2;</div>
<div class="line"><a name="l01709"></a><span class="lineno"> 1709</span>&#160;            <span class="keywordflow">do</span> {</div>
<div class="line"><a name="l01710"></a><span class="lineno"> 1710</span>&#160;                d0 += cj.pmul(lhs(i, j), rhs2(j, 0));</div>
<div class="line"><a name="l01711"></a><span class="lineno"> 1711</span>&#160;            } <span class="keywordflow">while</span> (++j &lt; jend);</div>
<div class="line"><a name="l01712"></a><span class="lineno"> 1712</span>&#160;            res[i] += alpha * d0;</div>
<div class="line"><a name="l01713"></a><span class="lineno"> 1713</span>&#160;        }</div>
<div class="line"><a name="l01714"></a><span class="lineno"> 1714</span>&#160;    }</div>
<div class="line"><a name="l01715"></a><span class="lineno"> 1715</span>&#160;}</div>
<div class="line"><a name="l01716"></a><span class="lineno"> 1716</span>&#160; </div>
<div class="line"><a name="l01717"></a><span class="lineno"> 1717</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> Scalar, <span class="keywordtype">int</span> N&gt; <span class="keyword">struct </span>ScalarBlock {</div>
<div class="line"><a name="l01718"></a><span class="lineno"> 1718</span>&#160;    Scalar scalar[N];</div>
<div class="line"><a name="l01719"></a><span class="lineno"> 1719</span>&#160;};</div>
<div class="line"><a name="l01720"></a><span class="lineno"> 1720</span>&#160; </div>
<div class="line"><a name="l01721"></a><span class="lineno"> 1721</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l01722"></a><span class="lineno"> 1722</span>&#160;<span class="keyword">static</span> Packet16uc p16uc_ELEMENT_3 = { 0x0c,0x0d,0x0e,0x0f, 0x1c,0x1d,0x1e,0x1f, 0x0c,0x0d,0x0e,0x0f, 0x1c,0x1d,0x1e,0x1f };</div>
<div class="line"><a name="l01723"></a><span class="lineno"> 1723</span>&#160; </div>
<div class="line"><a name="l01725"></a><span class="lineno"> 1725</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResScalar, <span class="keyword">typename</span> ResPacket&gt;</div>
<div class="line"><a name="l01726"></a><span class="lineno"> 1726</span>&#160;EIGEN_ALWAYS_INLINE ScalarBlock&lt;ResScalar, 2&gt; predux_real(__vector_quad* acc0, __vector_quad* acc1)</div>
<div class="line"><a name="l01727"></a><span class="lineno"> 1727</span>&#160;{</div>
<div class="line"><a name="l01728"></a><span class="lineno"> 1728</span>&#160;    <span class="keyword">union </span>{</div>
<div class="line"><a name="l01729"></a><span class="lineno"> 1729</span>&#160;      ScalarBlock&lt;ResScalar, 2&gt; cs;</div>
<div class="line"><a name="l01730"></a><span class="lineno"> 1730</span>&#160;      <span class="keywordtype">double</span>                    cd;</div>
<div class="line"><a name="l01731"></a><span class="lineno"> 1731</span>&#160;    } cc0;</div>
<div class="line"><a name="l01732"></a><span class="lineno"> 1732</span>&#160;    PacketBlock&lt;ResPacket, 4&gt; result0, result1;</div>
<div class="line"><a name="l01733"></a><span class="lineno"> 1733</span>&#160;    __builtin_mma_disassemble_acc(&amp;result0.packet, acc0);</div>
<div class="line"><a name="l01734"></a><span class="lineno"> 1734</span>&#160;    __builtin_mma_disassemble_acc(&amp;result1.packet, acc1);</div>
<div class="line"><a name="l01735"></a><span class="lineno"> 1735</span>&#160;    result0.packet[0] = vec_mergeh(result0.packet[0], result1.packet[0]);</div>
<div class="line"><a name="l01736"></a><span class="lineno"> 1736</span>&#160;    result0.packet[1] = vec_mergeo(result0.packet[1], result1.packet[1]);</div>
<div class="line"><a name="l01737"></a><span class="lineno"> 1737</span>&#160;    result0.packet[2] = vec_mergel(result0.packet[2], result1.packet[2]);</div>
<div class="line"><a name="l01738"></a><span class="lineno"> 1738</span>&#160;    result0.packet[3] = vec_perm(result0.packet[3], result1.packet[3], p16uc_ELEMENT_3);</div>
<div class="line"><a name="l01739"></a><span class="lineno"> 1739</span>&#160;    result0.packet[0] = vec_add(vec_add(result0.packet[0], result0.packet[2]), vec_add(result0.packet[1], result0.packet[3]));</div>
<div class="line"><a name="l01740"></a><span class="lineno"> 1740</span>&#160;    cc0.cd = pfirst(<span class="keyword">reinterpret_cast&lt;</span>Packet2d<span class="keyword">&gt;</span>(result0.packet[0]));</div>
<div class="line"><a name="l01741"></a><span class="lineno"> 1741</span>&#160;    <span class="keywordflow">return</span> cc0.cs;</div>
<div class="line"><a name="l01742"></a><span class="lineno"> 1742</span>&#160;}</div>
<div class="line"><a name="l01743"></a><span class="lineno"> 1743</span>&#160; </div>
<div class="line"><a name="l01744"></a><span class="lineno"> 1744</span>&#160;<span class="keyword">template</span>&lt;&gt;</div>
<div class="line"><a name="l01745"></a><span class="lineno"> 1745</span>&#160;EIGEN_ALWAYS_INLINE ScalarBlock&lt;double, 2&gt; predux_real&lt;double, Packet2d&gt;(__vector_quad* acc0, __vector_quad* acc1)</div>
<div class="line"><a name="l01746"></a><span class="lineno"> 1746</span>&#160;{</div>
<div class="line"><a name="l01747"></a><span class="lineno"> 1747</span>&#160;    ScalarBlock&lt;double, 2&gt; cc0;</div>
<div class="line"><a name="l01748"></a><span class="lineno"> 1748</span>&#160;    PacketBlock&lt;Packet2d, 4&gt; result0, result1;</div>
<div class="line"><a name="l01749"></a><span class="lineno"> 1749</span>&#160;    __builtin_mma_disassemble_acc(&amp;result0.packet, acc0);</div>
<div class="line"><a name="l01750"></a><span class="lineno"> 1750</span>&#160;    __builtin_mma_disassemble_acc(&amp;result1.packet, acc1);</div>
<div class="line"><a name="l01751"></a><span class="lineno"> 1751</span>&#160;    cc0.scalar[0] = result0.packet[0][0] + result0.packet[1][1];</div>
<div class="line"><a name="l01752"></a><span class="lineno"> 1752</span>&#160;    cc0.scalar[1] = result1.packet[0][0] + result1.packet[1][1];</div>
<div class="line"><a name="l01753"></a><span class="lineno"> 1753</span>&#160;    <span class="keywordflow">return</span> cc0;</div>
<div class="line"><a name="l01754"></a><span class="lineno"> 1754</span>&#160;}</div>
<div class="line"><a name="l01755"></a><span class="lineno"> 1755</span>&#160; </div>
<div class="line"><a name="l01757"></a><span class="lineno"> 1757</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs&gt;</div>
<div class="line"><a name="l01758"></a><span class="lineno"> 1758</span>&#160;EIGEN_ALWAYS_INLINE ScalarBlock&lt;std::complex&lt;float&gt;, 2&gt; addComplexResults(PacketBlock&lt;Packet4f, 4&gt;&amp; result0, PacketBlock&lt;Packet4f, 4&gt;&amp; result1)</div>
<div class="line"><a name="l01759"></a><span class="lineno"> 1759</span>&#160;{</div>
<div class="line"><a name="l01760"></a><span class="lineno"> 1760</span>&#160;    ScalarBlock&lt;std::complex&lt;float&gt;, 2&gt; cc0;</div>
<div class="line"><a name="l01761"></a><span class="lineno"> 1761</span>&#160;    result0.packet[0] = <span class="keyword">reinterpret_cast&lt;</span>Packet4f<span class="keyword">&gt;</span>(vec_mergeh(<span class="keyword">reinterpret_cast&lt;</span>Packet2d<span class="keyword">&gt;</span>(result0.packet[0]), <span class="keyword">reinterpret_cast&lt;</span>Packet2d<span class="keyword">&gt;</span>(result1.packet[0])));</div>
<div class="line"><a name="l01762"></a><span class="lineno"> 1762</span>&#160;    result0.packet[2] = <span class="keyword">reinterpret_cast&lt;</span>Packet4f<span class="keyword">&gt;</span>(vec_mergel(<span class="keyword">reinterpret_cast&lt;</span>Packet2d<span class="keyword">&gt;</span>(result0.packet[2]), <span class="keyword">reinterpret_cast&lt;</span>Packet2d<span class="keyword">&gt;</span>(result1.packet[2])));</div>
<div class="line"><a name="l01763"></a><span class="lineno"> 1763</span>&#160;    result0.packet[0] = vec_add(result0.packet[0], result0.packet[2]);</div>
<div class="line"><a name="l01764"></a><span class="lineno"> 1764</span>&#160;    <span class="keywordflow">if</span> (GEMV_IS_COMPLEX_COMPLEX) {</div>
<div class="line"><a name="l01765"></a><span class="lineno"> 1765</span>&#160;        result0.packet[1] = <span class="keyword">reinterpret_cast&lt;</span>Packet4f<span class="keyword">&gt;</span>(vec_mergeh(<span class="keyword">reinterpret_cast&lt;</span>Packet2d<span class="keyword">&gt;</span>(result0.packet[1]), <span class="keyword">reinterpret_cast&lt;</span>Packet2d<span class="keyword">&gt;</span>(result1.packet[1])));</div>
<div class="line"><a name="l01766"></a><span class="lineno"> 1766</span>&#160;        result0.packet[3] = <span class="keyword">reinterpret_cast&lt;</span>Packet4f<span class="keyword">&gt;</span>(vec_mergel(<span class="keyword">reinterpret_cast&lt;</span>Packet2d<span class="keyword">&gt;</span>(result0.packet[3]), <span class="keyword">reinterpret_cast&lt;</span>Packet2d<span class="keyword">&gt;</span>(result1.packet[3])));</div>
<div class="line"><a name="l01767"></a><span class="lineno"> 1767</span>&#160;        result0.packet[1] = vec_add(result0.packet[1], result0.packet[3]);</div>
<div class="line"><a name="l01768"></a><span class="lineno"> 1768</span>&#160;        <span class="keywordflow">if</span> (ConjugateLhs) {</div>
<div class="line"><a name="l01769"></a><span class="lineno"> 1769</span>&#160;            result0.packet[0] = convertReal(pconj2(convertComplex(result0.packet[0])));</div>
<div class="line"><a name="l01770"></a><span class="lineno"> 1770</span>&#160;            result0.packet[1] = convertReal(pcplxflip2(convertComplex(result0.packet[1])));</div>
<div class="line"><a name="l01771"></a><span class="lineno"> 1771</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (ConjugateRhs) {</div>
<div class="line"><a name="l01772"></a><span class="lineno"> 1772</span>&#160;            result0.packet[1] = convertReal(pcplxconjflip(convertComplex(result0.packet[1])));</div>
<div class="line"><a name="l01773"></a><span class="lineno"> 1773</span>&#160;        } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01774"></a><span class="lineno"> 1774</span>&#160;            result0.packet[1] = convertReal(pcplxflipconj(convertComplex(result0.packet[1])));</div>
<div class="line"><a name="l01775"></a><span class="lineno"> 1775</span>&#160;        }</div>
<div class="line"><a name="l01776"></a><span class="lineno"> 1776</span>&#160;        result0.packet[0] = vec_add(result0.packet[0], result0.packet[1]);</div>
<div class="line"><a name="l01777"></a><span class="lineno"> 1777</span>&#160;    } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01778"></a><span class="lineno"> 1778</span>&#160;        <span class="keywordflow">if</span> (ConjugateLhs &amp;&amp; (<span class="keyword">sizeof</span>(LhsPacket) == <span class="keyword">sizeof</span>(std::complex&lt;float&gt;))) {</div>
<div class="line"><a name="l01779"></a><span class="lineno"> 1779</span>&#160;            result0.packet[0] = convertReal(pconj2(convertComplex(result0.packet[0])));</div>
<div class="line"><a name="l01780"></a><span class="lineno"> 1780</span>&#160;        }</div>
<div class="line"><a name="l01781"></a><span class="lineno"> 1781</span>&#160;    }</div>
<div class="line"><a name="l01782"></a><span class="lineno"> 1782</span>&#160;    cc0.scalar[0].real(result0.packet[0][0]);</div>
<div class="line"><a name="l01783"></a><span class="lineno"> 1783</span>&#160;    cc0.scalar[0].imag(result0.packet[0][1]);</div>
<div class="line"><a name="l01784"></a><span class="lineno"> 1784</span>&#160;    cc0.scalar[1].real(result0.packet[0][2]);</div>
<div class="line"><a name="l01785"></a><span class="lineno"> 1785</span>&#160;    cc0.scalar[1].imag(result0.packet[0][3]);</div>
<div class="line"><a name="l01786"></a><span class="lineno"> 1786</span>&#160;    <span class="keywordflow">return</span> cc0;</div>
<div class="line"><a name="l01787"></a><span class="lineno"> 1787</span>&#160;}</div>
<div class="line"><a name="l01788"></a><span class="lineno"> 1788</span>&#160; </div>
<div class="line"><a name="l01789"></a><span class="lineno"> 1789</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs&gt;</div>
<div class="line"><a name="l01790"></a><span class="lineno"> 1790</span>&#160;EIGEN_ALWAYS_INLINE ScalarBlock&lt;std::complex&lt;double&gt;, 2&gt; addComplexResults(PacketBlock&lt;Packet2d, 4&gt;&amp;, PacketBlock&lt;Packet2d, 4&gt;&amp;)</div>
<div class="line"><a name="l01791"></a><span class="lineno"> 1791</span>&#160;{</div>
<div class="line"><a name="l01792"></a><span class="lineno"> 1792</span>&#160;    ScalarBlock&lt;std::complex&lt;double&gt;, 2&gt; cc0;</div>
<div class="line"><a name="l01793"></a><span class="lineno"> 1793</span>&#160;    EIGEN_UNUSED_VARIABLE(cc0);</div>
<div class="line"><a name="l01794"></a><span class="lineno"> 1794</span>&#160;    <span class="keywordflow">return</span> cc0;  <span class="comment">// Just for compilation</span></div>
<div class="line"><a name="l01795"></a><span class="lineno"> 1795</span>&#160;}</div>
<div class="line"><a name="l01796"></a><span class="lineno"> 1796</span>&#160; </div>
<div class="line"><a name="l01798"></a><span class="lineno"> 1798</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResScalar, <span class="keyword">typename</span> ResPacket, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs&gt;</div>
<div class="line"><a name="l01799"></a><span class="lineno"> 1799</span>&#160;EIGEN_ALWAYS_INLINE ScalarBlock&lt;ResScalar, 2&gt; predux_complex(__vector_quad* acc0, __vector_quad* acc1)</div>
<div class="line"><a name="l01800"></a><span class="lineno"> 1800</span>&#160;{</div>
<div class="line"><a name="l01801"></a><span class="lineno"> 1801</span>&#160;    PacketBlock&lt;ResPacket, 4&gt; result0, result1;</div>
<div class="line"><a name="l01802"></a><span class="lineno"> 1802</span>&#160;    __builtin_mma_disassemble_acc(&amp;result0.packet, acc0);</div>
<div class="line"><a name="l01803"></a><span class="lineno"> 1803</span>&#160;    __builtin_mma_disassemble_acc(&amp;result1.packet, acc1);</div>
<div class="line"><a name="l01804"></a><span class="lineno"> 1804</span>&#160;    <span class="keywordflow">return</span> addComplexResults&lt;LhsPacket, RhsPacket, ConjugateLhs, ConjugateRhs&gt;(result0, result1);</div>
<div class="line"><a name="l01805"></a><span class="lineno"> 1805</span>&#160;}</div>
<div class="line"><a name="l01806"></a><span class="lineno"> 1806</span>&#160; </div>
<div class="line"><a name="l01807"></a><span class="lineno"> 1807</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResScalar, <span class="keyword">typename</span> ResPacket&gt;</div>
<div class="line"><a name="l01808"></a><span class="lineno"> 1808</span>&#160;EIGEN_ALWAYS_INLINE ScalarBlock&lt;ResScalar, 2&gt; predux_real(__vector_quad* acc0)</div>
<div class="line"><a name="l01809"></a><span class="lineno"> 1809</span>&#160;{</div>
<div class="line"><a name="l01810"></a><span class="lineno"> 1810</span>&#160;    ScalarBlock&lt;ResScalar, 2&gt; cc0;</div>
<div class="line"><a name="l01811"></a><span class="lineno"> 1811</span>&#160;    PacketBlock&lt;ResPacket, 4&gt; result0;</div>
<div class="line"><a name="l01812"></a><span class="lineno"> 1812</span>&#160;    __builtin_mma_disassemble_acc(&amp;result0.packet, acc0);</div>
<div class="line"><a name="l01813"></a><span class="lineno"> 1813</span>&#160;    cc0.scalar[0] = result0.packet[0][0] + result0.packet[1][1];</div>
<div class="line"><a name="l01814"></a><span class="lineno"> 1814</span>&#160;    cc0.scalar[1] = result0.packet[2][0] + result0.packet[3][1];</div>
<div class="line"><a name="l01815"></a><span class="lineno"> 1815</span>&#160;    <span class="keywordflow">return</span> cc0;</div>
<div class="line"><a name="l01816"></a><span class="lineno"> 1816</span>&#160;}</div>
<div class="line"><a name="l01817"></a><span class="lineno"> 1817</span>&#160; </div>
<div class="line"><a name="l01818"></a><span class="lineno"> 1818</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResScalar, <span class="keyword">typename</span> ResPacket, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> ConjugateRhs&gt;</div>
<div class="line"><a name="l01819"></a><span class="lineno"> 1819</span>&#160;EIGEN_ALWAYS_INLINE ScalarBlock&lt;ResScalar, 2&gt; predux_complex(__vector_quad* acc0)</div>
<div class="line"><a name="l01820"></a><span class="lineno"> 1820</span>&#160;{</div>
<div class="line"><a name="l01821"></a><span class="lineno"> 1821</span>&#160;    ScalarBlock&lt;ResScalar, 2&gt; cc0;</div>
<div class="line"><a name="l01822"></a><span class="lineno"> 1822</span>&#160;    PacketBlock&lt;ResPacket, 4&gt; result0;</div>
<div class="line"><a name="l01823"></a><span class="lineno"> 1823</span>&#160;    __builtin_mma_disassemble_acc(&amp;result0.packet, acc0);</div>
<div class="line"><a name="l01824"></a><span class="lineno"> 1824</span>&#160;    <span class="keywordflow">if</span> (GEMV_IS_COMPLEX_COMPLEX) {</div>
<div class="line"><a name="l01825"></a><span class="lineno"> 1825</span>&#160;        <span class="keywordflow">if</span> (ConjugateLhs) {</div>
<div class="line"><a name="l01826"></a><span class="lineno"> 1826</span>&#160;            result0.packet[1] = convertReal(pconjinv(convertComplex(result0.packet[1])));</div>
<div class="line"><a name="l01827"></a><span class="lineno"> 1827</span>&#160;            result0.packet[3] = convertReal(pconjinv(convertComplex(result0.packet[3])));</div>
<div class="line"><a name="l01828"></a><span class="lineno"> 1828</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (ConjugateRhs) {</div>
<div class="line"><a name="l01829"></a><span class="lineno"> 1829</span>&#160;            result0.packet[0] = convertReal(pconj2(convertComplex(result0.packet[0])));</div>
<div class="line"><a name="l01830"></a><span class="lineno"> 1830</span>&#160;            result0.packet[2] = convertReal(pconj2(convertComplex(result0.packet[2])));</div>
<div class="line"><a name="l01831"></a><span class="lineno"> 1831</span>&#160;        } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01832"></a><span class="lineno"> 1832</span>&#160;            result0.packet[1] = convertReal(pconj2(convertComplex(result0.packet[1])));</div>
<div class="line"><a name="l01833"></a><span class="lineno"> 1833</span>&#160;            result0.packet[3] = convertReal(pconj2(convertComplex(result0.packet[3])));</div>
<div class="line"><a name="l01834"></a><span class="lineno"> 1834</span>&#160;        }</div>
<div class="line"><a name="l01835"></a><span class="lineno"> 1835</span>&#160;        cc0.scalar[0].real(result0.packet[0][0] + result0.packet[1][1]);</div>
<div class="line"><a name="l01836"></a><span class="lineno"> 1836</span>&#160;        cc0.scalar[0].imag(result0.packet[0][1] + result0.packet[1][0]);</div>
<div class="line"><a name="l01837"></a><span class="lineno"> 1837</span>&#160;        cc0.scalar[1].real(result0.packet[2][0] + result0.packet[3][1]);</div>
<div class="line"><a name="l01838"></a><span class="lineno"> 1838</span>&#160;        cc0.scalar[1].imag(result0.packet[2][1] + result0.packet[3][0]);</div>
<div class="line"><a name="l01839"></a><span class="lineno"> 1839</span>&#160;    } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l01840"></a><span class="lineno"> 1840</span>&#160;        cc0.scalar[0].real(result0.packet[0][0]);</div>
<div class="line"><a name="l01841"></a><span class="lineno"> 1841</span>&#160;        cc0.scalar[0].imag(result0.packet[1][1]);</div>
<div class="line"><a name="l01842"></a><span class="lineno"> 1842</span>&#160;        cc0.scalar[1].real(result0.packet[2][0]);</div>
<div class="line"><a name="l01843"></a><span class="lineno"> 1843</span>&#160;        cc0.scalar[1].imag(result0.packet[3][1]);</div>
<div class="line"><a name="l01844"></a><span class="lineno"> 1844</span>&#160;    }</div>
<div class="line"><a name="l01845"></a><span class="lineno"> 1845</span>&#160;    <span class="keywordflow">return</span> cc0;</div>
<div class="line"><a name="l01846"></a><span class="lineno"> 1846</span>&#160;}</div>
<div class="line"><a name="l01847"></a><span class="lineno"> 1847</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01848"></a><span class="lineno"> 1848</span>&#160; </div>
<div class="line"><a name="l01849"></a><span class="lineno"> 1849</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResScalar, <span class="keyword">typename</span> ResPacket&gt;</div>
<div class="line"><a name="l01850"></a><span class="lineno"> 1850</span>&#160;EIGEN_ALWAYS_INLINE ScalarBlock&lt;ResScalar, 2&gt; predux_real(ResPacket&amp; a, ResPacket&amp; b)</div>
<div class="line"><a name="l01851"></a><span class="lineno"> 1851</span>&#160;{</div>
<div class="line"><a name="l01852"></a><span class="lineno"> 1852</span>&#160;    ScalarBlock&lt;ResScalar, 2&gt; cc0;</div>
<div class="line"><a name="l01853"></a><span class="lineno"> 1853</span>&#160;    cc0.scalar[0] = predux(a);</div>
<div class="line"><a name="l01854"></a><span class="lineno"> 1854</span>&#160;    cc0.scalar[1] = predux(b);</div>
<div class="line"><a name="l01855"></a><span class="lineno"> 1855</span>&#160;    <span class="keywordflow">return</span> cc0;</div>
<div class="line"><a name="l01856"></a><span class="lineno"> 1856</span>&#160;}</div>
<div class="line"><a name="l01857"></a><span class="lineno"> 1857</span>&#160; </div>
<div class="line"><a name="l01858"></a><span class="lineno"> 1858</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResScalar, <span class="keyword">typename</span> ResPacket&gt;</div>
<div class="line"><a name="l01859"></a><span class="lineno"> 1859</span>&#160;EIGEN_ALWAYS_INLINE ScalarBlock&lt;ResScalar, 2&gt; predux_complex(ResPacket&amp; a, ResPacket&amp; b)</div>
<div class="line"><a name="l01860"></a><span class="lineno"> 1860</span>&#160;{</div>
<div class="line"><a name="l01861"></a><span class="lineno"> 1861</span>&#160;    <span class="keywordflow">return</span> predux_real&lt;ResScalar, ResPacket&gt;(a, b);</div>
<div class="line"><a name="l01862"></a><span class="lineno"> 1862</span>&#160;}</div>
<div class="line"><a name="l01863"></a><span class="lineno"> 1863</span>&#160; </div>
<div class="line"><a name="l01864"></a><span class="lineno"> 1864</span>&#160;<span class="preprocessor">#define GEMV_UNROLL_ROW(func, N) \</span></div>
<div class="line"><a name="l01865"></a><span class="lineno"> 1865</span>&#160;<span class="preprocessor">  func(0, N) func(1, N) func(2, N) func(3, N) func(4, N) func(5, N) func(6, N) func(7, N)</span></div>
<div class="line"><a name="l01866"></a><span class="lineno"> 1866</span>&#160; </div>
<div class="line"><a name="l01867"></a><span class="lineno"> 1867</span>&#160;<span class="preprocessor">#define GEMV_UNROLL_ROW_HALF(func, N) \</span></div>
<div class="line"><a name="l01868"></a><span class="lineno"> 1868</span>&#160;<span class="preprocessor">  func(0, 0, 1, N) func(1, 2, 3, N) func(2, 4, 5, N) func(3, 6, 7, N)</span></div>
<div class="line"><a name="l01869"></a><span class="lineno"> 1869</span>&#160; </div>
<div class="line"><a name="l01870"></a><span class="lineno"> 1870</span>&#160;<span class="preprocessor">#define GEMV_LOADPACKET_ROW(iter) \</span></div>
<div class="line"><a name="l01871"></a><span class="lineno"> 1871</span>&#160;<span class="preprocessor">  lhs.template load&lt;LhsPacket, Unaligned&gt;(i + (iter), j)</span></div>
<div class="line"><a name="l01872"></a><span class="lineno"> 1872</span>&#160; </div>
<div class="line"><a name="l01873"></a><span class="lineno"> 1873</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l01874"></a><span class="lineno"> 1874</span>&#160;<span class="preprocessor">#define GEMV_UNROLL3_ROW(func, N, which) \</span></div>
<div class="line"><a name="l01875"></a><span class="lineno"> 1875</span>&#160;<span class="preprocessor">  func(0, N, which) func(1, N, which) func(2, N, which) func(3, N, which) \</span></div>
<div class="line"><a name="l01876"></a><span class="lineno"> 1876</span>&#160;<span class="preprocessor">  func(4, N, which) func(5, N, which) func(6, N, which) func(7, N, which)</span></div>
<div class="line"><a name="l01877"></a><span class="lineno"> 1877</span>&#160; </div>
<div class="line"><a name="l01878"></a><span class="lineno"> 1878</span>&#160;<span class="preprocessor">#define GEMV_UNUSED_ROW(N, which) \</span></div>
<div class="line"><a name="l01879"></a><span class="lineno"> 1879</span>&#160;<span class="preprocessor">  GEMV_UNROLL3_ROW(GEMV_UNUSED_VAR, N, which)</span></div>
<div class="line"><a name="l01880"></a><span class="lineno"> 1880</span>&#160; </div>
<div class="line"><a name="l01881"></a><span class="lineno"> 1881</span>&#160;<span class="preprocessor">#define GEMV_INIT_ROW(iter, N) \</span></div>
<div class="line"><a name="l01882"></a><span class="lineno"> 1882</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; iter) { \</span></div>
<div class="line"><a name="l01883"></a><span class="lineno"> 1883</span>&#160;<span class="preprocessor">    __builtin_mma_xxsetaccz(&amp;c##iter); \</span></div>
<div class="line"><a name="l01884"></a><span class="lineno"> 1884</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01885"></a><span class="lineno"> 1885</span>&#160; </div>
<div class="line"><a name="l01886"></a><span class="lineno"> 1886</span>&#160;<span class="preprocessor">#define GEMV_LOADPAIR_ROW(iter1, iter2) \</span></div>
<div class="line"><a name="l01887"></a><span class="lineno"> 1887</span>&#160;<span class="preprocessor">  GEMV_BUILDPAIR_MMA(b##iter1, GEMV_LOADPACKET_ROW(iter2), GEMV_LOADPACKET_ROW((iter2) + 1));</span></div>
<div class="line"><a name="l01888"></a><span class="lineno"> 1888</span>&#160; </div>
<div class="line"><a name="l01889"></a><span class="lineno"> 1889</span>&#160;<span class="preprocessor">#define GEMV_WORK_ROW(iter, N) \</span></div>
<div class="line"><a name="l01890"></a><span class="lineno"> 1890</span>&#160;<span class="preprocessor">  if (GEMV_GETN(N) &gt; iter) { \</span></div>
<div class="line"><a name="l01891"></a><span class="lineno"> 1891</span>&#160;<span class="preprocessor">    if (GEMV_IS_FLOAT) { \</span></div>
<div class="line"><a name="l01892"></a><span class="lineno"> 1892</span>&#160;<span class="preprocessor">      pger_vecMMA_acc&lt;LhsPacket, RhsPacket, true&gt;(&amp;c##iter, a0, GEMV_LOADPACKET_ROW(iter)); \</span></div>
<div class="line"><a name="l01893"></a><span class="lineno"> 1893</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l01894"></a><span class="lineno"> 1894</span>&#160;<span class="preprocessor">      __vector_pair b##iter; \</span></div>
<div class="line"><a name="l01895"></a><span class="lineno"> 1895</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR_ROW(iter, iter &lt;&lt; 1) \</span></div>
<div class="line"><a name="l01896"></a><span class="lineno"> 1896</span>&#160;<span class="preprocessor">      pger_vecMMA_acc&lt;LhsPacket, RhsPacket, true&gt;(&amp;c##iter, b##iter, a0); \</span></div>
<div class="line"><a name="l01897"></a><span class="lineno"> 1897</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l01898"></a><span class="lineno"> 1898</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01899"></a><span class="lineno"> 1899</span>&#160; </div>
<div class="line"><a name="l01900"></a><span class="lineno"> 1900</span>&#160;<span class="preprocessor">#define GEMV_PREDUX2(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l01901"></a><span class="lineno"> 1901</span>&#160;<span class="preprocessor">  if (N &gt; iter1) { \</span></div>
<div class="line"><a name="l01902"></a><span class="lineno"> 1902</span>&#160;<span class="preprocessor">    if (GEMV_IS_FLOAT) { \</span></div>
<div class="line"><a name="l01903"></a><span class="lineno"> 1903</span>&#160;<span class="preprocessor">      cc##iter1 = predux_real&lt;ResScalar, ResPacket&gt;(&amp;c##iter2, &amp;c##iter3); \</span></div>
<div class="line"><a name="l01904"></a><span class="lineno"> 1904</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l01905"></a><span class="lineno"> 1905</span>&#160;<span class="preprocessor">      cc##iter1 = predux_real&lt;ResScalar, ResPacket&gt;(&amp;c##iter1); \</span></div>
<div class="line"><a name="l01906"></a><span class="lineno"> 1906</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l01907"></a><span class="lineno"> 1907</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l01908"></a><span class="lineno"> 1908</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(cc##iter1); \</span></div>
<div class="line"><a name="l01909"></a><span class="lineno"> 1909</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01910"></a><span class="lineno"> 1910</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l01911"></a><span class="lineno"> 1911</span>&#160;<span class="preprocessor">#define GEMV_INIT_ROW(iter, N) \</span></div>
<div class="line"><a name="l01912"></a><span class="lineno"> 1912</span>&#160;<span class="preprocessor">  if (N &gt; iter) { \</span></div>
<div class="line"><a name="l01913"></a><span class="lineno"> 1913</span>&#160;<span class="preprocessor">    c##iter = pset1&lt;ResPacket&gt;(ResScalar(0)); \</span></div>
<div class="line"><a name="l01914"></a><span class="lineno"> 1914</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l01915"></a><span class="lineno"> 1915</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(c##iter); \</span></div>
<div class="line"><a name="l01916"></a><span class="lineno"> 1916</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01917"></a><span class="lineno"> 1917</span>&#160; </div>
<div class="line"><a name="l01918"></a><span class="lineno"> 1918</span>&#160;<span class="preprocessor">#define GEMV_WORK_ROW(iter, N) \</span></div>
<div class="line"><a name="l01919"></a><span class="lineno"> 1919</span>&#160;<span class="preprocessor">  if (N &gt; iter) { \</span></div>
<div class="line"><a name="l01920"></a><span class="lineno"> 1920</span>&#160;<span class="preprocessor">    c##iter = pcj.pmadd(GEMV_LOADPACKET_ROW(iter), a0, c##iter); \</span></div>
<div class="line"><a name="l01921"></a><span class="lineno"> 1921</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01922"></a><span class="lineno"> 1922</span>&#160; </div>
<div class="line"><a name="l01923"></a><span class="lineno"> 1923</span>&#160;<span class="preprocessor">#define GEMV_PREDUX2(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l01924"></a><span class="lineno"> 1924</span>&#160;<span class="preprocessor">  if (N &gt; iter1) { \</span></div>
<div class="line"><a name="l01925"></a><span class="lineno"> 1925</span>&#160;<span class="preprocessor">    cc##iter1 = predux_real&lt;ResScalar, ResPacket&gt;(c##iter2, c##iter3); \</span></div>
<div class="line"><a name="l01926"></a><span class="lineno"> 1926</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l01927"></a><span class="lineno"> 1927</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(cc##iter1); \</span></div>
<div class="line"><a name="l01928"></a><span class="lineno"> 1928</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01929"></a><span class="lineno"> 1929</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01930"></a><span class="lineno"> 1930</span>&#160; </div>
<div class="line"><a name="l01931"></a><span class="lineno"> 1931</span>&#160;<span class="preprocessor">#define GEMV_MULT(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l01932"></a><span class="lineno"> 1932</span>&#160;<span class="preprocessor">  if (N &gt; iter1) { \</span></div>
<div class="line"><a name="l01933"></a><span class="lineno"> 1933</span>&#160;<span class="preprocessor">    cc##iter1.scalar[0] += cj.pmul(lhs(i + iter2, j), a0); \</span></div>
<div class="line"><a name="l01934"></a><span class="lineno"> 1934</span>&#160;<span class="preprocessor">    cc##iter1.scalar[1] += cj.pmul(lhs(i + iter3, j), a0); \</span></div>
<div class="line"><a name="l01935"></a><span class="lineno"> 1935</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01936"></a><span class="lineno"> 1936</span>&#160; </div>
<div class="line"><a name="l01937"></a><span class="lineno"> 1937</span>&#160;<span class="preprocessor">#define GEMV_STORE_ROW(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l01938"></a><span class="lineno"> 1938</span>&#160;<span class="preprocessor">  if (N &gt; iter1) { \</span></div>
<div class="line"><a name="l01939"></a><span class="lineno"> 1939</span>&#160;<span class="preprocessor">    storeMaddData&lt;ResScalar&gt;(res + ((i + iter2) * resIncr), alpha, cc##iter1.scalar[0]); \</span></div>
<div class="line"><a name="l01940"></a><span class="lineno"> 1940</span>&#160;<span class="preprocessor">    storeMaddData&lt;ResScalar&gt;(res + ((i + iter3) * resIncr), alpha, cc##iter1.scalar[1]); \</span></div>
<div class="line"><a name="l01941"></a><span class="lineno"> 1941</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01942"></a><span class="lineno"> 1942</span>&#160; </div>
<div class="line"><a name="l01944"></a><span class="lineno"> 1944</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW(N) \</span></div>
<div class="line"><a name="l01945"></a><span class="lineno"> 1945</span>&#160;<span class="preprocessor">  for (; i &lt; n##N; i += N) { \</span></div>
<div class="line"><a name="l01946"></a><span class="lineno"> 1946</span>&#160;<span class="preprocessor">    GEMV_UNROLL_ROW(GEMV_INIT_ROW, N) \</span></div>
<div class="line"><a name="l01947"></a><span class="lineno"> 1947</span>&#160;<span class="preprocessor">    Index j = 0; \</span></div>
<div class="line"><a name="l01948"></a><span class="lineno"> 1948</span>&#160;<span class="preprocessor">    for (; j + LhsPacketSize &lt;= cols; j += LhsPacketSize) { \</span></div>
<div class="line"><a name="l01949"></a><span class="lineno"> 1949</span>&#160;<span class="preprocessor">      RhsPacket a0 = rhs2.template load&lt;RhsPacket, Unaligned&gt;(j, 0); \</span></div>
<div class="line"><a name="l01950"></a><span class="lineno"> 1950</span>&#160;<span class="preprocessor">      GEMV_UNROLL_ROW(GEMV_WORK_ROW, N) \</span></div>
<div class="line"><a name="l01951"></a><span class="lineno"> 1951</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l01952"></a><span class="lineno"> 1952</span>&#160;<span class="preprocessor">    GEMV_UNROLL_ROW_HALF(GEMV_PREDUX2, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l01953"></a><span class="lineno"> 1953</span>&#160;<span class="preprocessor">    for (; j &lt; cols; ++j) { \</span></div>
<div class="line"><a name="l01954"></a><span class="lineno"> 1954</span>&#160;<span class="preprocessor">      RhsScalar a0 = rhs2(j, 0); \</span></div>
<div class="line"><a name="l01955"></a><span class="lineno"> 1955</span>&#160;<span class="preprocessor">      GEMV_UNROLL_ROW_HALF(GEMV_MULT, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l01956"></a><span class="lineno"> 1956</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l01957"></a><span class="lineno"> 1957</span>&#160;<span class="preprocessor">    GEMV_UNROLL_ROW_HALF(GEMV_STORE_ROW, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l01958"></a><span class="lineno"> 1958</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l01959"></a><span class="lineno"> 1959</span>&#160; </div>
<div class="line"><a name="l01960"></a><span class="lineno"> 1960</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> Index, <span class="keyword">typename</span> LhsScalar, <span class="keyword">typename</span> LhsMapper, <span class="keyword">typename</span> RhsScalar, <span class="keyword">typename</span> RhsMapper, <span class="keyword">typename</span> ResScalar&gt;</div>
<div class="line"><a name="l01961"></a><span class="lineno"> 1961</span>&#160;EIGEN_STRONG_INLINE <span class="keywordtype">void</span> gemv_row(</div>
<div class="line"><a name="l01962"></a><span class="lineno"> 1962</span>&#160;    Index rows, Index cols,</div>
<div class="line"><a name="l01963"></a><span class="lineno"> 1963</span>&#160;    <span class="keyword">const</span> LhsMapper&amp; alhs,</div>
<div class="line"><a name="l01964"></a><span class="lineno"> 1964</span>&#160;    <span class="keyword">const</span> RhsMapper&amp; rhs,</div>
<div class="line"><a name="l01965"></a><span class="lineno"> 1965</span>&#160;    ResScalar* res, Index resIncr,</div>
<div class="line"><a name="l01966"></a><span class="lineno"> 1966</span>&#160;    ResScalar alpha)</div>
<div class="line"><a name="l01967"></a><span class="lineno"> 1967</span>&#160;{</div>
<div class="line"><a name="l01968"></a><span class="lineno"> 1968</span>&#160;    <span class="keyword">typedef</span> gemv_traits&lt;LhsScalar, RhsScalar&gt; Traits;</div>
<div class="line"><a name="l01969"></a><span class="lineno"> 1969</span>&#160; </div>
<div class="line"><a name="l01970"></a><span class="lineno"> 1970</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> Traits::LhsPacket LhsPacket;</div>
<div class="line"><a name="l01971"></a><span class="lineno"> 1971</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> Traits::RhsPacket RhsPacket;</div>
<div class="line"><a name="l01972"></a><span class="lineno"> 1972</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> Traits::ResPacket ResPacket;</div>
<div class="line"><a name="l01973"></a><span class="lineno"> 1973</span>&#160; </div>
<div class="line"><a name="l01974"></a><span class="lineno"> 1974</span>&#160;    <span class="comment">// The following copy tells the compiler that lhs&#39;s attributes are not modified outside this function</span></div>
<div class="line"><a name="l01975"></a><span class="lineno"> 1975</span>&#160;    <span class="comment">// This helps GCC to generate proper code.</span></div>
<div class="line"><a name="l01976"></a><span class="lineno"> 1976</span>&#160;    LhsMapper lhs(alhs);</div>
<div class="line"><a name="l01977"></a><span class="lineno"> 1977</span>&#160;    RhsMapper rhs2(rhs);</div>
<div class="line"><a name="l01978"></a><span class="lineno"> 1978</span>&#160; </div>
<div class="line"><a name="l01979"></a><span class="lineno"> 1979</span>&#160;    eigen_internal_assert(rhs.stride() == 1);</div>
<div class="line"><a name="l01980"></a><span class="lineno"> 1980</span>&#160;    conj_helper&lt;LhsScalar, RhsScalar, false, false&gt; cj;</div>
<div class="line"><a name="l01981"></a><span class="lineno"> 1981</span>&#160;    conj_helper&lt;LhsPacket, RhsPacket, false, false&gt; pcj;</div>
<div class="line"><a name="l01982"></a><span class="lineno"> 1982</span>&#160; </div>
<div class="line"><a name="l01983"></a><span class="lineno"> 1983</span>&#160;    <span class="comment">// TODO: fine tune the following heuristic. The rationale is that if the matrix is very large,</span></div>
<div class="line"><a name="l01984"></a><span class="lineno"> 1984</span>&#160;    <span class="comment">//       processing 8 rows at once might be counter productive wrt cache.</span></div>
<div class="line"><a name="l01985"></a><span class="lineno"> 1985</span>&#160;<span class="preprocessor">#ifndef GCC_ONE_VECTORPAIR_BUG</span></div>
<div class="line"><a name="l01986"></a><span class="lineno"> 1986</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n8 = lhs.stride() * <span class="keyword">sizeof</span>(LhsScalar) &gt; 32000 ? (rows - 7) : (rows - 7);</div>
<div class="line"><a name="l01987"></a><span class="lineno"> 1987</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n4 = rows - 3;</div>
<div class="line"><a name="l01988"></a><span class="lineno"> 1988</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n2 = rows - 1;</div>
<div class="line"><a name="l01989"></a><span class="lineno"> 1989</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01990"></a><span class="lineno"> 1990</span>&#160; </div>
<div class="line"><a name="l01991"></a><span class="lineno"> 1991</span>&#160;    <span class="comment">// TODO: for padded aligned inputs, we could enable aligned reads</span></div>
<div class="line"><a name="l01992"></a><span class="lineno"> 1992</span>&#160;    <span class="keyword">enum</span> {</div>
<div class="line"><a name="l01993"></a><span class="lineno"> 1993</span>&#160;        LhsAlignment = <a class="code" href="group__enums.html#gga45fe06e29902b7a2773de05ba27b47a1a4e19dd09d5ff42295ba1d72d12a46686">Unaligned</a>,</div>
<div class="line"><a name="l01994"></a><span class="lineno"> 1994</span>&#160;        ResPacketSize = Traits::ResPacketSize,</div>
<div class="line"><a name="l01995"></a><span class="lineno"> 1995</span>&#160;        LhsPacketSize = Traits::LhsPacketSize,</div>
<div class="line"><a name="l01996"></a><span class="lineno"> 1996</span>&#160;        RhsPacketSize = Traits::RhsPacketSize,</div>
<div class="line"><a name="l01997"></a><span class="lineno"> 1997</span>&#160;    };</div>
<div class="line"><a name="l01998"></a><span class="lineno"> 1998</span>&#160; </div>
<div class="line"><a name="l01999"></a><span class="lineno"> 1999</span>&#160;    <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> i = 0;</div>
<div class="line"><a name="l02000"></a><span class="lineno"> 2000</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l02001"></a><span class="lineno"> 2001</span>&#160;    __vector_quad c0, c1, c2, c3, c4, c5, c6, c7;</div>
<div class="line"><a name="l02002"></a><span class="lineno"> 2002</span>&#160;    GEMV_UNUSED_ROW(8, c)</div>
<div class="line"><a name="l02003"></a><span class="lineno"> 2003</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l02004"></a><span class="lineno"> 2004</span>&#160;    ResPacket c0, c1, c2, c3, c4, c5, c6, c7;</div>
<div class="line"><a name="l02005"></a><span class="lineno"> 2005</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l02006"></a><span class="lineno"> 2006</span>&#160;<span class="preprocessor">#ifndef GCC_ONE_VECTORPAIR_BUG</span></div>
<div class="line"><a name="l02007"></a><span class="lineno"> 2007</span>&#160;    ScalarBlock&lt;ResScalar, 2&gt; cc0, cc1, cc2, cc3;</div>
<div class="line"><a name="l02008"></a><span class="lineno"> 2008</span>&#160;    GEMV_PROCESS_ROW(8)</div>
<div class="line"><a name="l02009"></a><span class="lineno"> 2009</span>&#160;    GEMV_PROCESS_ROW(4)</div>
<div class="line"><a name="l02010"></a><span class="lineno"> 2010</span>&#160;    GEMV_PROCESS_ROW(2)</div>
<div class="line"><a name="l02011"></a><span class="lineno"> 2011</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l02012"></a><span class="lineno"> 2012</span>&#160;    <span class="keywordflow">for</span> (; i &lt; rows; ++i)</div>
<div class="line"><a name="l02013"></a><span class="lineno"> 2013</span>&#160;    {</div>
<div class="line"><a name="l02014"></a><span class="lineno"> 2014</span>&#160;        ResPacket d0 = pset1&lt;ResPacket&gt;(ResScalar(0));</div>
<div class="line"><a name="l02015"></a><span class="lineno"> 2015</span>&#160;        <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> j = 0;</div>
<div class="line"><a name="l02016"></a><span class="lineno"> 2016</span>&#160;        <span class="keywordflow">for</span> (; j + LhsPacketSize &lt;= cols; j += LhsPacketSize)</div>
<div class="line"><a name="l02017"></a><span class="lineno"> 2017</span>&#160;        {</div>
<div class="line"><a name="l02018"></a><span class="lineno"> 2018</span>&#160;            RhsPacket b0 = rhs2.template load&lt;RhsPacket, Unaligned&gt;(j, 0);</div>
<div class="line"><a name="l02019"></a><span class="lineno"> 2019</span>&#160; </div>
<div class="line"><a name="l02020"></a><span class="lineno"> 2020</span>&#160;            d0 = pcj.pmadd(lhs.template load&lt;LhsPacket, LhsAlignment&gt;(i + 0, j), b0, d0);</div>
<div class="line"><a name="l02021"></a><span class="lineno"> 2021</span>&#160;        }</div>
<div class="line"><a name="l02022"></a><span class="lineno"> 2022</span>&#160;        ResScalar dd0 = predux(d0);</div>
<div class="line"><a name="l02023"></a><span class="lineno"> 2023</span>&#160;        <span class="keywordflow">for</span> (; j &lt; cols; ++j)</div>
<div class="line"><a name="l02024"></a><span class="lineno"> 2024</span>&#160;        {</div>
<div class="line"><a name="l02025"></a><span class="lineno"> 2025</span>&#160;            dd0 += cj.pmul(lhs(i, j), rhs2(j, 0));</div>
<div class="line"><a name="l02026"></a><span class="lineno"> 2026</span>&#160;        }</div>
<div class="line"><a name="l02027"></a><span class="lineno"> 2027</span>&#160;        res[i * resIncr] += alpha * dd0;</div>
<div class="line"><a name="l02028"></a><span class="lineno"> 2028</span>&#160;    }</div>
<div class="line"><a name="l02029"></a><span class="lineno"> 2029</span>&#160;}</div>
<div class="line"><a name="l02030"></a><span class="lineno"> 2030</span>&#160; </div>
<div class="line"><a name="l02031"></a><span class="lineno"> 2031</span>&#160;<span class="preprocessor">#define EIGEN_POWER_GEMV_REAL_SPECIALIZE_COL(Scalar) \</span></div>
<div class="line"><a name="l02032"></a><span class="lineno"> 2032</span>&#160;<span class="preprocessor">template&lt;typename Index, typename LhsMapper, bool ConjugateLhs, typename RhsMapper, bool ConjugateRhs, int Version&gt; \</span></div>
<div class="line"><a name="l02033"></a><span class="lineno"> 2033</span>&#160;<span class="preprocessor">struct general_matrix_vector_product&lt;Index, Scalar, LhsMapper, ColMajor, ConjugateLhs, Scalar, RhsMapper, ConjugateRhs, Version&gt; \</span></div>
<div class="line"><a name="l02034"></a><span class="lineno"> 2034</span>&#160;<span class="preprocessor">{ \</span></div>
<div class="line"><a name="l02035"></a><span class="lineno"> 2035</span>&#160;<span class="preprocessor">    typedef typename ScalarBinaryOpTraits&lt;Scalar, Scalar&gt;::ReturnType ResScalar; \</span></div>
<div class="line"><a name="l02036"></a><span class="lineno"> 2036</span>&#160;<span class="preprocessor">\</span></div>
<div class="line"><a name="l02037"></a><span class="lineno"> 2037</span>&#160;<span class="preprocessor">    EIGEN_DEVICE_FUNC EIGEN_DONT_INLINE static void run( \</span></div>
<div class="line"><a name="l02038"></a><span class="lineno"> 2038</span>&#160;<span class="preprocessor">        Index rows, Index cols, \</span></div>
<div class="line"><a name="l02039"></a><span class="lineno"> 2039</span>&#160;<span class="preprocessor">        const LhsMapper&amp; lhs, \</span></div>
<div class="line"><a name="l02040"></a><span class="lineno"> 2040</span>&#160;<span class="preprocessor">        const RhsMapper&amp; rhs, \</span></div>
<div class="line"><a name="l02041"></a><span class="lineno"> 2041</span>&#160;<span class="preprocessor">        ResScalar* res, Index resIncr, \</span></div>
<div class="line"><a name="l02042"></a><span class="lineno"> 2042</span>&#160;<span class="preprocessor">        ResScalar alpha) { \</span></div>
<div class="line"><a name="l02043"></a><span class="lineno"> 2043</span>&#160;<span class="preprocessor">        gemv_col&lt;Index, Scalar, LhsMapper, Scalar, RhsMapper, ResScalar&gt;(rows, cols, lhs, rhs, res, resIncr, alpha); \</span></div>
<div class="line"><a name="l02044"></a><span class="lineno"> 2044</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l02045"></a><span class="lineno"> 2045</span>&#160;<span class="preprocessor">};</span></div>
<div class="line"><a name="l02046"></a><span class="lineno"> 2046</span>&#160; </div>
<div class="line"><a name="l02047"></a><span class="lineno"> 2047</span>&#160;<span class="preprocessor">#define EIGEN_POWER_GEMV_REAL_SPECIALIZE_ROW(Scalar) \</span></div>
<div class="line"><a name="l02048"></a><span class="lineno"> 2048</span>&#160;<span class="preprocessor">template&lt;typename Index, typename LhsMapper, bool ConjugateLhs, typename RhsMapper, bool ConjugateRhs, int Version&gt; \</span></div>
<div class="line"><a name="l02049"></a><span class="lineno"> 2049</span>&#160;<span class="preprocessor">struct general_matrix_vector_product&lt;Index, Scalar, LhsMapper, RowMajor, ConjugateLhs, Scalar, RhsMapper, ConjugateRhs, Version&gt; \</span></div>
<div class="line"><a name="l02050"></a><span class="lineno"> 2050</span>&#160;<span class="preprocessor">{ \</span></div>
<div class="line"><a name="l02051"></a><span class="lineno"> 2051</span>&#160;<span class="preprocessor">    typedef typename ScalarBinaryOpTraits&lt;Scalar, Scalar&gt;::ReturnType ResScalar; \</span></div>
<div class="line"><a name="l02052"></a><span class="lineno"> 2052</span>&#160;<span class="preprocessor">\</span></div>
<div class="line"><a name="l02053"></a><span class="lineno"> 2053</span>&#160;<span class="preprocessor">    EIGEN_DEVICE_FUNC EIGEN_DONT_INLINE static void run( \</span></div>
<div class="line"><a name="l02054"></a><span class="lineno"> 2054</span>&#160;<span class="preprocessor">        Index rows, Index cols, \</span></div>
<div class="line"><a name="l02055"></a><span class="lineno"> 2055</span>&#160;<span class="preprocessor">        const LhsMapper&amp; lhs, \</span></div>
<div class="line"><a name="l02056"></a><span class="lineno"> 2056</span>&#160;<span class="preprocessor">        const RhsMapper&amp; rhs, \</span></div>
<div class="line"><a name="l02057"></a><span class="lineno"> 2057</span>&#160;<span class="preprocessor">        ResScalar* res, Index resIncr, \</span></div>
<div class="line"><a name="l02058"></a><span class="lineno"> 2058</span>&#160;<span class="preprocessor">        ResScalar alpha) { \</span></div>
<div class="line"><a name="l02059"></a><span class="lineno"> 2059</span>&#160;<span class="preprocessor">        gemv_row&lt;Index, Scalar, LhsMapper, Scalar, RhsMapper, ResScalar&gt;(rows, cols, lhs, rhs, res, resIncr, alpha); \</span></div>
<div class="line"><a name="l02060"></a><span class="lineno"> 2060</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l02061"></a><span class="lineno"> 2061</span>&#160;<span class="preprocessor">};</span></div>
<div class="line"><a name="l02062"></a><span class="lineno"> 2062</span>&#160; </div>
<div class="line"><a name="l02063"></a><span class="lineno"> 2063</span>&#160;EIGEN_POWER_GEMV_REAL_SPECIALIZE_COL(<span class="keywordtype">float</span>)</div>
<div class="line"><a name="l02064"></a><span class="lineno"> 2064</span>&#160;EIGEN_POWER_GEMV_REAL_SPECIALIZE_COL(<span class="keywordtype">double</span>)</div>
<div class="line"><a name="l02065"></a><span class="lineno"> 2065</span>&#160;EIGEN_POWER_GEMV_REAL_SPECIALIZE_ROW(<span class="keywordtype">float</span>)</div>
<div class="line"><a name="l02066"></a><span class="lineno"> 2066</span>&#160;EIGEN_POWER_GEMV_REAL_SPECIALIZE_ROW(<span class="keywordtype">double</span>)</div>
<div class="line"><a name="l02067"></a><span class="lineno"> 2067</span>&#160; </div>
<div class="line"><a name="l02068"></a><span class="lineno"> 2068</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ResScalar, <span class="keyword">typename</span> PResPacket, <span class="keyword">typename</span> ResPacket, <span class="keyword">typename</span> LhsPacket, <span class="keyword">typename</span> RhsPacket&gt;</div>
<div class="line"><a name="l02069"></a><span class="lineno"> 2069</span>&#160;EIGEN_ALWAYS_INLINE ScalarBlock&lt;ResScalar, 2&gt; predux_complex(PResPacket&amp; a0, PResPacket&amp; b0, ResPacket&amp; a1, ResPacket&amp; b1)</div>
<div class="line"><a name="l02070"></a><span class="lineno"> 2070</span>&#160;{</div>
<div class="line"><a name="l02071"></a><span class="lineno"> 2071</span>&#160;    <span class="keywordflow">if</span> (GEMV_IS_COMPLEX_COMPLEX) {</div>
<div class="line"><a name="l02072"></a><span class="lineno"> 2072</span>&#160;        a0 = padd(a0, a1);</div>
<div class="line"><a name="l02073"></a><span class="lineno"> 2073</span>&#160;        b0 = padd(b0, b1);</div>
<div class="line"><a name="l02074"></a><span class="lineno"> 2074</span>&#160;    }</div>
<div class="line"><a name="l02075"></a><span class="lineno"> 2075</span>&#160;    <span class="keywordflow">return</span> predux_complex&lt;ResScalar, PResPacket&gt;(a0, b0);</div>
<div class="line"><a name="l02076"></a><span class="lineno"> 2076</span>&#160;}</div>
<div class="line"><a name="l02077"></a><span class="lineno"> 2077</span>&#160; </div>
<div class="line"><a name="l02078"></a><span class="lineno"> 2078</span>&#160;<span class="preprocessor">#define GEMV_LOADPACKET_ROW_COMPLEX(iter) \</span></div>
<div class="line"><a name="l02079"></a><span class="lineno"> 2079</span>&#160;<span class="preprocessor">  loadLhsPacket&lt;Scalar, LhsScalar, LhsMapper, PLhsPacket, Index&gt;(lhs, i + (iter), j)</span></div>
<div class="line"><a name="l02080"></a><span class="lineno"> 2080</span>&#160; </div>
<div class="line"><a name="l02081"></a><span class="lineno"> 2081</span>&#160;<span class="preprocessor">#define GEMV_LOADPACKET_ROW_COMPLEX_DATA(iter) \</span></div>
<div class="line"><a name="l02082"></a><span class="lineno"> 2082</span>&#160;<span class="preprocessor">  convertReal(GEMV_LOADPACKET_ROW_COMPLEX(iter))</span></div>
<div class="line"><a name="l02083"></a><span class="lineno"> 2083</span>&#160; </div>
<div class="line"><a name="l02084"></a><span class="lineno"> 2084</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_SINGLE_WORK(which, N) \</span></div>
<div class="line"><a name="l02085"></a><span class="lineno"> 2085</span>&#160;<span class="preprocessor">  j = 0; \</span></div>
<div class="line"><a name="l02086"></a><span class="lineno"> 2086</span>&#160;<span class="preprocessor">  for (; j + LhsPacketSize &lt;= cols; j += LhsPacketSize) { \</span></div>
<div class="line"><a name="l02087"></a><span class="lineno"> 2087</span>&#160;<span class="preprocessor">    const RhsScalar&amp; b1 = rhs2(j, 0); \</span></div>
<div class="line"><a name="l02088"></a><span class="lineno"> 2088</span>&#160;<span class="preprocessor">    RhsScalar* b = const_cast&lt;RhsScalar *&gt;(&amp;b1); \</span></div>
<div class="line"><a name="l02089"></a><span class="lineno"> 2089</span>&#160;<span class="preprocessor">    GEMV_UNROLL_ROW(which, N) \</span></div>
<div class="line"><a name="l02090"></a><span class="lineno"> 2090</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02091"></a><span class="lineno"> 2091</span>&#160; </div>
<div class="line"><a name="l02092"></a><span class="lineno"> 2092</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_END_ROW_COMPLEX(N) \</span></div>
<div class="line"><a name="l02093"></a><span class="lineno"> 2093</span>&#160;<span class="preprocessor">  for (; j &lt; cols; ++j) { \</span></div>
<div class="line"><a name="l02094"></a><span class="lineno"> 2094</span>&#160;<span class="preprocessor">    RhsScalar b0 = rhs2(j, 0); \</span></div>
<div class="line"><a name="l02095"></a><span class="lineno"> 2095</span>&#160;<span class="preprocessor">    GEMV_UNROLL_ROW_HALF(GEMV_MULT_COMPLEX, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l02096"></a><span class="lineno"> 2096</span>&#160;<span class="preprocessor">  } \</span></div>
<div class="line"><a name="l02097"></a><span class="lineno"> 2097</span>&#160;<span class="preprocessor">  GEMV_UNROLL_ROW_HALF(GEMV_STORE_ROW_COMPLEX, (N &gt;&gt; 1))</span></div>
<div class="line"><a name="l02098"></a><span class="lineno"> 2098</span>&#160; </div>
<div class="line"><a name="l02099"></a><span class="lineno"> 2099</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l02100"></a><span class="lineno"> 2100</span>&#160;<span class="preprocessor">#define GEMV_INIT_ROW_COMPLEX_MMA(iter, N) \</span></div>
<div class="line"><a name="l02101"></a><span class="lineno"> 2101</span>&#160;<span class="preprocessor">  if (GEMV_GETN_COMPLEX(N) &gt; iter) { \</span></div>
<div class="line"><a name="l02102"></a><span class="lineno"> 2102</span>&#160;<span class="preprocessor">    __builtin_mma_xxsetaccz(&amp;e0##iter); \</span></div>
<div class="line"><a name="l02103"></a><span class="lineno"> 2103</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02104"></a><span class="lineno"> 2104</span>&#160; </div>
<div class="line"><a name="l02105"></a><span class="lineno"> 2105</span>&#160;<span class="preprocessor">#define GEMV_LOADPAIR_ROW_COMPLEX_MMA(iter1, iter2) \</span></div>
<div class="line"><a name="l02106"></a><span class="lineno"> 2106</span>&#160;<span class="preprocessor">  GEMV_BUILDPAIR_MMA(a##iter1, GEMV_LOADPACKET_ROW_COMPLEX_DATA(iter2), GEMV_LOADPACKET_ROW_COMPLEX_DATA((iter2) + 1));</span></div>
<div class="line"><a name="l02107"></a><span class="lineno"> 2107</span>&#160; </div>
<div class="line"><a name="l02108"></a><span class="lineno"> 2108</span>&#160;<span class="preprocessor">#define GEMV_WORK_ROW_COMPLEX_MMA(iter, N) \</span></div>
<div class="line"><a name="l02109"></a><span class="lineno"> 2109</span>&#160;<span class="preprocessor">  if (GEMV_GETN_COMPLEX(N) &gt; iter) { \</span></div>
<div class="line"><a name="l02110"></a><span class="lineno"> 2110</span>&#160;<span class="preprocessor">    if (GEMV_IS_COMPLEX_FLOAT) { \</span></div>
<div class="line"><a name="l02111"></a><span class="lineno"> 2111</span>&#160;<span class="preprocessor">      PLhsPacket a##iter = GEMV_LOADPACKET_ROW_COMPLEX(iter); \</span></div>
<div class="line"><a name="l02112"></a><span class="lineno"> 2112</span>&#160;<span class="preprocessor">      gemv_mult_complex_MMA&lt;ScalarPacket, LhsScalar, PLhsPacket, PLhsPacket, RhsScalar, RhsPacket, ResPacket, ConjugateLhs, ConjugateRhs, RowMajor&gt;(a##iter, b, &amp;e0##iter); \</span></div>
<div class="line"><a name="l02113"></a><span class="lineno"> 2113</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l02114"></a><span class="lineno"> 2114</span>&#160;<span class="preprocessor">      __vector_pair a##iter; \</span></div>
<div class="line"><a name="l02115"></a><span class="lineno"> 2115</span>&#160;<span class="preprocessor">      GEMV_LOADPAIR_ROW_COMPLEX_MMA(iter, iter &lt;&lt; 1) \</span></div>
<div class="line"><a name="l02116"></a><span class="lineno"> 2116</span>&#160;<span class="preprocessor">      gemv_mult_complex_MMA&lt;ScalarPacket, LhsScalar, PLhsPacket, __vector_pair, RhsScalar, RhsPacket, ResPacket, ConjugateLhs, ConjugateRhs, RowMajor&gt;(a##iter, b, &amp;e0##iter); \</span></div>
<div class="line"><a name="l02117"></a><span class="lineno"> 2117</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l02118"></a><span class="lineno"> 2118</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02119"></a><span class="lineno"> 2119</span>&#160; </div>
<div class="line"><a name="l02120"></a><span class="lineno"> 2120</span>&#160;<span class="preprocessor">#define GEMV_PREDUX4_COMPLEX_MMA(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l02121"></a><span class="lineno"> 2121</span>&#160;<span class="preprocessor">  if (N &gt; iter1) { \</span></div>
<div class="line"><a name="l02122"></a><span class="lineno"> 2122</span>&#160;<span class="preprocessor">    if (GEMV_IS_COMPLEX_FLOAT) { \</span></div>
<div class="line"><a name="l02123"></a><span class="lineno"> 2123</span>&#160;<span class="preprocessor">      cc##iter1 = predux_complex&lt;ResScalar, ScalarPacket, LhsPacket, RhsPacket, ConjugateLhs, ConjugateRhs&gt;(&amp;e0##iter2, &amp;e0##iter3); \</span></div>
<div class="line"><a name="l02124"></a><span class="lineno"> 2124</span>&#160;<span class="preprocessor">    } else { \</span></div>
<div class="line"><a name="l02125"></a><span class="lineno"> 2125</span>&#160;<span class="preprocessor">      cc##iter1 = predux_complex&lt;ResScalar, ScalarPacket, LhsPacket, RhsPacket, ConjugateLhs, ConjugateRhs&gt;(&amp;e0##iter1); \</span></div>
<div class="line"><a name="l02126"></a><span class="lineno"> 2126</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l02127"></a><span class="lineno"> 2127</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l02128"></a><span class="lineno"> 2128</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(cc##iter1); \</span></div>
<div class="line"><a name="l02129"></a><span class="lineno"> 2129</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02130"></a><span class="lineno"> 2130</span>&#160; </div>
<div class="line"><a name="l02131"></a><span class="lineno"> 2131</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_SINGLE_MMA(N) \</span></div>
<div class="line"><a name="l02132"></a><span class="lineno"> 2132</span>&#160;<span class="preprocessor">  GEMV_UNROLL_ROW(GEMV_INIT_ROW_COMPLEX_MMA, N) \</span></div>
<div class="line"><a name="l02133"></a><span class="lineno"> 2133</span>&#160;<span class="preprocessor">  GEMV_PROCESS_ROW_COMPLEX_SINGLE_WORK(GEMV_WORK_ROW_COMPLEX_MMA, N)</span></div>
<div class="line"><a name="l02134"></a><span class="lineno"> 2134</span>&#160; </div>
<div class="line"><a name="l02135"></a><span class="lineno"> 2135</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_ONE_MMA(N) \</span></div>
<div class="line"><a name="l02136"></a><span class="lineno"> 2136</span>&#160;<span class="preprocessor">  for (; i &lt; n##N; i += N) { \</span></div>
<div class="line"><a name="l02137"></a><span class="lineno"> 2137</span>&#160;<span class="preprocessor">    GEMV_PROCESS_ROW_COMPLEX_SINGLE_MMA(N) \</span></div>
<div class="line"><a name="l02138"></a><span class="lineno"> 2138</span>&#160;<span class="preprocessor">    GEMV_UNROLL_ROW_HALF(GEMV_PREDUX4_COMPLEX_MMA, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l02139"></a><span class="lineno"> 2139</span>&#160;<span class="preprocessor">    GEMV_PROCESS_END_ROW_COMPLEX(N); \</span></div>
<div class="line"><a name="l02140"></a><span class="lineno"> 2140</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02141"></a><span class="lineno"> 2141</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l02142"></a><span class="lineno"> 2142</span>&#160; </div>
<div class="line"><a name="l02143"></a><span class="lineno"> 2143</span>&#160;<span class="preprocessor">#define GEMV_WORK_ROW_COMPLEX(iter, N) \</span></div>
<div class="line"><a name="l02144"></a><span class="lineno"> 2144</span>&#160;<span class="preprocessor">  if (N &gt; iter) { \</span></div>
<div class="line"><a name="l02145"></a><span class="lineno"> 2145</span>&#160;<span class="preprocessor">    PLhsPacket a##iter = GEMV_LOADPACKET_ROW_COMPLEX(iter); \</span></div>
<div class="line"><a name="l02146"></a><span class="lineno"> 2146</span>&#160;<span class="preprocessor">    gemv_mult_complex&lt;ScalarPacket, PLhsPacket, RhsScalar, RhsPacket, PResPacket, ResPacket, ConjugateLhs, ConjugateRhs, RowMajor&gt;(a##iter, b, c0##iter, c1##iter); \</span></div>
<div class="line"><a name="l02147"></a><span class="lineno"> 2147</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02148"></a><span class="lineno"> 2148</span>&#160; </div>
<div class="line"><a name="l02149"></a><span class="lineno"> 2149</span>&#160;<span class="preprocessor">#define GEMV_PREDUX4_COMPLEX(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l02150"></a><span class="lineno"> 2150</span>&#160;<span class="preprocessor">  if (N &gt; iter1) { \</span></div>
<div class="line"><a name="l02151"></a><span class="lineno"> 2151</span>&#160;<span class="preprocessor">    cc##iter1 = predux_complex&lt;ResScalar, PResPacket, ResPacket, LhsPacket, RhsPacket&gt;(c0##iter2, c0##iter3, c1##iter2, c1##iter3); \</span></div>
<div class="line"><a name="l02152"></a><span class="lineno"> 2152</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l02153"></a><span class="lineno"> 2153</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(cc##iter1); \</span></div>
<div class="line"><a name="l02154"></a><span class="lineno"> 2154</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02155"></a><span class="lineno"> 2155</span>&#160; </div>
<div class="line"><a name="l02156"></a><span class="lineno"> 2156</span>&#160;<span class="preprocessor">#define GEMV_MULT_COMPLEX(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l02157"></a><span class="lineno"> 2157</span>&#160;<span class="preprocessor">  if (N &gt; iter1) { \</span></div>
<div class="line"><a name="l02158"></a><span class="lineno"> 2158</span>&#160;<span class="preprocessor">    cc##iter1.scalar[0] += cj.pmul(lhs(i + iter2, j), b0); \</span></div>
<div class="line"><a name="l02159"></a><span class="lineno"> 2159</span>&#160;<span class="preprocessor">    cc##iter1.scalar[1] += cj.pmul(lhs(i + iter3, j), b0); \</span></div>
<div class="line"><a name="l02160"></a><span class="lineno"> 2160</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02161"></a><span class="lineno"> 2161</span>&#160; </div>
<div class="line"><a name="l02162"></a><span class="lineno"> 2162</span>&#160;<span class="preprocessor">#define GEMV_STORE_ROW_COMPLEX(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l02163"></a><span class="lineno"> 2163</span>&#160;<span class="preprocessor">  if (N &gt; iter1) { \</span></div>
<div class="line"><a name="l02164"></a><span class="lineno"> 2164</span>&#160;<span class="preprocessor">    storeMaddData&lt;ResScalar&gt;(res + ((i + iter2) * resIncr), alpha, cc##iter1.scalar[0]); \</span></div>
<div class="line"><a name="l02165"></a><span class="lineno"> 2165</span>&#160;<span class="preprocessor">    storeMaddData&lt;ResScalar&gt;(res + ((i + iter3) * resIncr), alpha, cc##iter1.scalar[1]); \</span></div>
<div class="line"><a name="l02166"></a><span class="lineno"> 2166</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02167"></a><span class="lineno"> 2167</span>&#160; </div>
<div class="line"><a name="l02168"></a><span class="lineno"> 2168</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_SINGLE_NEW(N) \</span></div>
<div class="line"><a name="l02169"></a><span class="lineno"> 2169</span>&#160;<span class="preprocessor">  GEMV_UNROLL_ROW(GEMV_INIT_COMPLEX, N) \</span></div>
<div class="line"><a name="l02170"></a><span class="lineno"> 2170</span>&#160;<span class="preprocessor">  GEMV_PROCESS_ROW_COMPLEX_SINGLE_WORK(GEMV_WORK_ROW_COMPLEX, N)</span></div>
<div class="line"><a name="l02171"></a><span class="lineno"> 2171</span>&#160; </div>
<div class="line"><a name="l02173"></a><span class="lineno"> 2173</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_ONE_NEW(N) \</span></div>
<div class="line"><a name="l02174"></a><span class="lineno"> 2174</span>&#160;<span class="preprocessor">  for (; i &lt; n##N; i += N) { \</span></div>
<div class="line"><a name="l02175"></a><span class="lineno"> 2175</span>&#160;<span class="preprocessor">    GEMV_PROCESS_ROW_COMPLEX_SINGLE_NEW(N) \</span></div>
<div class="line"><a name="l02176"></a><span class="lineno"> 2176</span>&#160;<span class="preprocessor">    GEMV_UNROLL_ROW_HALF(GEMV_PREDUX4_COMPLEX, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l02177"></a><span class="lineno"> 2177</span>&#160;<span class="preprocessor">    GEMV_PROCESS_END_ROW_COMPLEX(N); \</span></div>
<div class="line"><a name="l02178"></a><span class="lineno"> 2178</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02179"></a><span class="lineno"> 2179</span>&#160; </div>
<div class="line"><a name="l02180"></a><span class="lineno"> 2180</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_PREDUX_NEW(iter) \</span></div>
<div class="line"><a name="l02181"></a><span class="lineno"> 2181</span>&#160;<span class="preprocessor">  if (GEMV_IS_COMPLEX_COMPLEX) { \</span></div>
<div class="line"><a name="l02182"></a><span class="lineno"> 2182</span>&#160;<span class="preprocessor">    c0##iter = padd(c0##iter, c1##iter); \</span></div>
<div class="line"><a name="l02183"></a><span class="lineno"> 2183</span>&#160;<span class="preprocessor">  } \</span></div>
<div class="line"><a name="l02184"></a><span class="lineno"> 2184</span>&#160;<span class="preprocessor">  dd0 = predux(c0##iter);</span></div>
<div class="line"><a name="l02185"></a><span class="lineno"> 2185</span>&#160; </div>
<div class="line"><a name="l02186"></a><span class="lineno"> 2186</span>&#160;<span class="preprocessor">#if EIGEN_COMP_LLVM</span></div>
<div class="line"><a name="l02187"></a><span class="lineno"> 2187</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_SINGLE(N) \</span></div>
<div class="line"><a name="l02188"></a><span class="lineno"> 2188</span>&#160;<span class="preprocessor">  GEMV_PROCESS_ROW_COMPLEX_SINGLE_NEW(N)</span></div>
<div class="line"><a name="l02189"></a><span class="lineno"> 2189</span>&#160; </div>
<div class="line"><a name="l02190"></a><span class="lineno"> 2190</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_ONE(N) \</span></div>
<div class="line"><a name="l02191"></a><span class="lineno"> 2191</span>&#160;<span class="preprocessor">  GEMV_PROCESS_ROW_COMPLEX_ONE_NEW(N)</span></div>
<div class="line"><a name="l02192"></a><span class="lineno"> 2192</span>&#160; </div>
<div class="line"><a name="l02193"></a><span class="lineno"> 2193</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_PREDUX(iter) \</span></div>
<div class="line"><a name="l02194"></a><span class="lineno"> 2194</span>&#160;<span class="preprocessor">  GEMV_PROCESS_ROW_COMPLEX_PREDUX_NEW(iter)</span></div>
<div class="line"><a name="l02195"></a><span class="lineno"> 2195</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l02196"></a><span class="lineno"> 2196</span>&#160;<span class="comment">// gcc seems to be reading and writing registers unnecessarily to memory.</span></div>
<div class="line"><a name="l02197"></a><span class="lineno"> 2197</span>&#160;<span class="comment">// Use the old way for complex double until it is fixed.</span></div>
<div class="line"><a name="l02198"></a><span class="lineno"> 2198</span>&#160; </div>
<div class="line"><a name="l02199"></a><span class="lineno"> 2199</span>&#160;<span class="preprocessor">#define GEMV_LOADPACKET_ROW_COMPLEX_OLD(iter) \</span></div>
<div class="line"><a name="l02200"></a><span class="lineno"> 2200</span>&#160;<span class="preprocessor">  lhs.template load&lt;LhsPacket, LhsAlignment&gt;(i + (iter), j)</span></div>
<div class="line"><a name="l02201"></a><span class="lineno"> 2201</span>&#160; </div>
<div class="line"><a name="l02202"></a><span class="lineno"> 2202</span>&#160;<span class="preprocessor">#define GEMV_INIT_COMPLEX_OLD(iter, N) \</span></div>
<div class="line"><a name="l02203"></a><span class="lineno"> 2203</span>&#160;<span class="preprocessor">  EIGEN_UNUSED_VARIABLE(c0##iter); \</span></div>
<div class="line"><a name="l02204"></a><span class="lineno"> 2204</span>&#160;<span class="preprocessor">  if (N &gt; iter) { \</span></div>
<div class="line"><a name="l02205"></a><span class="lineno"> 2205</span>&#160;<span class="preprocessor">    c1##iter = pset_zero&lt;ResPacket&gt;(); \</span></div>
<div class="line"><a name="l02206"></a><span class="lineno"> 2206</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l02207"></a><span class="lineno"> 2207</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(c1##iter); \</span></div>
<div class="line"><a name="l02208"></a><span class="lineno"> 2208</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02209"></a><span class="lineno"> 2209</span>&#160; </div>
<div class="line"><a name="l02210"></a><span class="lineno"> 2210</span>&#160;<span class="preprocessor">#define GEMV_WORK_ROW_COMPLEX_OLD(iter, N) \</span></div>
<div class="line"><a name="l02211"></a><span class="lineno"> 2211</span>&#160;<span class="preprocessor">  if (N &gt; iter) { \</span></div>
<div class="line"><a name="l02212"></a><span class="lineno"> 2212</span>&#160;<span class="preprocessor">    LhsPacket a##iter = GEMV_LOADPACKET_ROW_COMPLEX_OLD(iter); \</span></div>
<div class="line"><a name="l02213"></a><span class="lineno"> 2213</span>&#160;<span class="preprocessor">    c1##iter = pcj.pmadd(a##iter, b0, c1##iter); \</span></div>
<div class="line"><a name="l02214"></a><span class="lineno"> 2214</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02215"></a><span class="lineno"> 2215</span>&#160; </div>
<div class="line"><a name="l02216"></a><span class="lineno"> 2216</span>&#160;<span class="preprocessor">#define GEMV_PREDUX4_COMPLEX_OLD(iter1, iter2, iter3, N) \</span></div>
<div class="line"><a name="l02217"></a><span class="lineno"> 2217</span>&#160;<span class="preprocessor">  if (N &gt; iter1) { \</span></div>
<div class="line"><a name="l02218"></a><span class="lineno"> 2218</span>&#160;<span class="preprocessor">    cc##iter1.scalar[0] = predux(c1##iter2); \</span></div>
<div class="line"><a name="l02219"></a><span class="lineno"> 2219</span>&#160;<span class="preprocessor">    cc##iter1.scalar[1] = predux(c1##iter3); \</span></div>
<div class="line"><a name="l02220"></a><span class="lineno"> 2220</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l02221"></a><span class="lineno"> 2221</span>&#160;<span class="preprocessor">    EIGEN_UNUSED_VARIABLE(cc##iter1); \</span></div>
<div class="line"><a name="l02222"></a><span class="lineno"> 2222</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02223"></a><span class="lineno"> 2223</span>&#160; </div>
<div class="line"><a name="l02224"></a><span class="lineno"> 2224</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_SINGLE_OLD(N) \</span></div>
<div class="line"><a name="l02225"></a><span class="lineno"> 2225</span>&#160;<span class="preprocessor">  GEMV_UNROLL_ROW(GEMV_INIT_COMPLEX_OLD, N) \</span></div>
<div class="line"><a name="l02226"></a><span class="lineno"> 2226</span>&#160;<span class="preprocessor">  j = 0; \</span></div>
<div class="line"><a name="l02227"></a><span class="lineno"> 2227</span>&#160;<span class="preprocessor">  for (; j + LhsPacketSize &lt;= cols; j += LhsPacketSize) { \</span></div>
<div class="line"><a name="l02228"></a><span class="lineno"> 2228</span>&#160;<span class="preprocessor">    RhsPacket b0 = rhs2.template load&lt;RhsPacket, Unaligned&gt;(j, 0); \</span></div>
<div class="line"><a name="l02229"></a><span class="lineno"> 2229</span>&#160;<span class="preprocessor">    GEMV_UNROLL_ROW(GEMV_WORK_ROW_COMPLEX_OLD, N) \</span></div>
<div class="line"><a name="l02230"></a><span class="lineno"> 2230</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02231"></a><span class="lineno"> 2231</span>&#160; </div>
<div class="line"><a name="l02232"></a><span class="lineno"> 2232</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_ONE_OLD(N) \</span></div>
<div class="line"><a name="l02233"></a><span class="lineno"> 2233</span>&#160;<span class="preprocessor">  for (; i &lt; n##N; i += N) { \</span></div>
<div class="line"><a name="l02234"></a><span class="lineno"> 2234</span>&#160;<span class="preprocessor">    GEMV_PROCESS_ROW_COMPLEX_SINGLE_OLD(N) \</span></div>
<div class="line"><a name="l02235"></a><span class="lineno"> 2235</span>&#160;<span class="preprocessor">    GEMV_UNROLL_ROW_HALF(GEMV_PREDUX4_COMPLEX_OLD, (N &gt;&gt; 1)) \</span></div>
<div class="line"><a name="l02236"></a><span class="lineno"> 2236</span>&#160;<span class="preprocessor">    GEMV_PROCESS_END_ROW_COMPLEX(N) \</span></div>
<div class="line"><a name="l02237"></a><span class="lineno"> 2237</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02238"></a><span class="lineno"> 2238</span>&#160; </div>
<div class="line"><a name="l02239"></a><span class="lineno"> 2239</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_PREDUX_OLD(iter) \</span></div>
<div class="line"><a name="l02240"></a><span class="lineno"> 2240</span>&#160;<span class="preprocessor">  dd0 = predux(c1##iter);</span></div>
<div class="line"><a name="l02241"></a><span class="lineno"> 2241</span>&#160; </div>
<div class="line"><a name="l02242"></a><span class="lineno"> 2242</span>&#160;<span class="preprocessor">#if (__GNUC__ &gt; 10)</span></div>
<div class="line"><a name="l02243"></a><span class="lineno"> 2243</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_IS_NEW  1</span></div>
<div class="line"><a name="l02244"></a><span class="lineno"> 2244</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l02245"></a><span class="lineno"> 2245</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_IS_NEW  \</span></div>
<div class="line"><a name="l02246"></a><span class="lineno"> 2246</span>&#160;<span class="preprocessor">  (sizeof(Scalar) == sizeof(float)) || GEMV_IS_COMPLEX_COMPLEX</span></div>
<div class="line"><a name="l02247"></a><span class="lineno"> 2247</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l02248"></a><span class="lineno"> 2248</span>&#160; </div>
<div class="line"><a name="l02249"></a><span class="lineno"> 2249</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_SINGLE(N) \</span></div>
<div class="line"><a name="l02250"></a><span class="lineno"> 2250</span>&#160;<span class="preprocessor">  if (GEMV_PROCESS_ROW_COMPLEX_IS_NEW) { \</span></div>
<div class="line"><a name="l02251"></a><span class="lineno"> 2251</span>&#160;<span class="preprocessor">    GEMV_PROCESS_ROW_COMPLEX_SINGLE_NEW(N) \</span></div>
<div class="line"><a name="l02252"></a><span class="lineno"> 2252</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l02253"></a><span class="lineno"> 2253</span>&#160;<span class="preprocessor">    GEMV_PROCESS_ROW_COMPLEX_SINGLE_OLD(N) \</span></div>
<div class="line"><a name="l02254"></a><span class="lineno"> 2254</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02255"></a><span class="lineno"> 2255</span>&#160; </div>
<div class="line"><a name="l02256"></a><span class="lineno"> 2256</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_ONE(N) \</span></div>
<div class="line"><a name="l02257"></a><span class="lineno"> 2257</span>&#160;<span class="preprocessor">  if (GEMV_PROCESS_ROW_COMPLEX_IS_NEW) { \</span></div>
<div class="line"><a name="l02258"></a><span class="lineno"> 2258</span>&#160;<span class="preprocessor">    GEMV_PROCESS_ROW_COMPLEX_ONE_NEW(N) \</span></div>
<div class="line"><a name="l02259"></a><span class="lineno"> 2259</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l02260"></a><span class="lineno"> 2260</span>&#160;<span class="preprocessor">    GEMV_PROCESS_ROW_COMPLEX_ONE_OLD(N) \</span></div>
<div class="line"><a name="l02261"></a><span class="lineno"> 2261</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02262"></a><span class="lineno"> 2262</span>&#160; </div>
<div class="line"><a name="l02263"></a><span class="lineno"> 2263</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX_PREDUX(iter) \</span></div>
<div class="line"><a name="l02264"></a><span class="lineno"> 2264</span>&#160;<span class="preprocessor">  if (GEMV_PROCESS_ROW_COMPLEX_IS_NEW) { \</span></div>
<div class="line"><a name="l02265"></a><span class="lineno"> 2265</span>&#160;<span class="preprocessor">    GEMV_PROCESS_ROW_COMPLEX_PREDUX_NEW(iter) \</span></div>
<div class="line"><a name="l02266"></a><span class="lineno"> 2266</span>&#160;<span class="preprocessor">  } else { \</span></div>
<div class="line"><a name="l02267"></a><span class="lineno"> 2267</span>&#160;<span class="preprocessor">    GEMV_PROCESS_ROW_COMPLEX_PREDUX_OLD(iter) \</span></div>
<div class="line"><a name="l02268"></a><span class="lineno"> 2268</span>&#160;<span class="preprocessor">  }</span></div>
<div class="line"><a name="l02269"></a><span class="lineno"> 2269</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l02270"></a><span class="lineno"> 2270</span>&#160; </div>
<div class="line"><a name="l02271"></a><span class="lineno"> 2271</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l02272"></a><span class="lineno"> 2272</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX(N) \</span></div>
<div class="line"><a name="l02273"></a><span class="lineno"> 2273</span>&#160;<span class="preprocessor">  GEMV_PROCESS_ROW_COMPLEX_ONE_MMA(N)</span></div>
<div class="line"><a name="l02274"></a><span class="lineno"> 2274</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l02275"></a><span class="lineno"> 2275</span>&#160;<span class="preprocessor">#define GEMV_PROCESS_ROW_COMPLEX(N) \</span></div>
<div class="line"><a name="l02276"></a><span class="lineno"> 2276</span>&#160;<span class="preprocessor">  GEMV_PROCESS_ROW_COMPLEX_ONE(N)</span></div>
<div class="line"><a name="l02277"></a><span class="lineno"> 2277</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l02278"></a><span class="lineno"> 2278</span>&#160; </div>
<div class="line"><a name="l02279"></a><span class="lineno"> 2279</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> Index, <span class="keyword">typename</span> Scalar, <span class="keyword">typename</span> LhsScalar, <span class="keyword">typename</span> LhsMapper, <span class="keywordtype">bool</span> ConjugateLhs, <span class="keywordtype">bool</span> LhsIsReal, <span class="keyword">typename</span> RhsScalar, <span class="keyword">typename</span> RhsMapper, <span class="keywordtype">bool</span> ConjugateRhs, <span class="keywordtype">bool</span> RhsIsReal, <span class="keyword">typename</span> ResScalar&gt;</div>
<div class="line"><a name="l02280"></a><span class="lineno"> 2280</span>&#160;EIGEN_STRONG_INLINE <span class="keywordtype">void</span> gemv_complex_row(</div>
<div class="line"><a name="l02281"></a><span class="lineno"> 2281</span>&#160;    Index rows, Index cols,</div>
<div class="line"><a name="l02282"></a><span class="lineno"> 2282</span>&#160;    <span class="keyword">const</span> LhsMapper&amp; alhs,</div>
<div class="line"><a name="l02283"></a><span class="lineno"> 2283</span>&#160;    <span class="keyword">const</span> RhsMapper&amp; rhs,</div>
<div class="line"><a name="l02284"></a><span class="lineno"> 2284</span>&#160;    ResScalar* res, Index resIncr,</div>
<div class="line"><a name="l02285"></a><span class="lineno"> 2285</span>&#160;    ResScalar alpha)</div>
<div class="line"><a name="l02286"></a><span class="lineno"> 2286</span>&#160;{</div>
<div class="line"><a name="l02287"></a><span class="lineno"> 2287</span>&#160;    <span class="keyword">typedef</span> gemv_traits&lt;LhsScalar, RhsScalar&gt; Traits;</div>
<div class="line"><a name="l02288"></a><span class="lineno"> 2288</span>&#160; </div>
<div class="line"><a name="l02289"></a><span class="lineno"> 2289</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> Traits::LhsPacket LhsPacket;</div>
<div class="line"><a name="l02290"></a><span class="lineno"> 2290</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> Traits::RhsPacket RhsPacket;</div>
<div class="line"><a name="l02291"></a><span class="lineno"> 2291</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> Traits::ResPacket ResPacket;</div>
<div class="line"><a name="l02292"></a><span class="lineno"> 2292</span>&#160; </div>
<div class="line"><a name="l02293"></a><span class="lineno"> 2293</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> packet_traits&lt;Scalar&gt;::type ScalarPacket;</div>
<div class="line"><a name="l02294"></a><span class="lineno"> 2294</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> packet_traits&lt;LhsScalar&gt;::type PLhsPacket;</div>
<div class="line"><a name="l02295"></a><span class="lineno"> 2295</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> packet_traits&lt;ResScalar&gt;::type PResPacket;</div>
<div class="line"><a name="l02296"></a><span class="lineno"> 2296</span>&#160;    <span class="keyword">typedef</span> gemv_traits&lt;ResPacket, ResPacket&gt; PTraits;</div>
<div class="line"><a name="l02297"></a><span class="lineno"> 2297</span>&#160; </div>
<div class="line"><a name="l02298"></a><span class="lineno"> 2298</span>&#160;    <span class="comment">// The following copy tells the compiler that lhs&#39;s attributes are not modified outside this function</span></div>
<div class="line"><a name="l02299"></a><span class="lineno"> 2299</span>&#160;    <span class="comment">// This helps GCC to generate proper code.</span></div>
<div class="line"><a name="l02300"></a><span class="lineno"> 2300</span>&#160;    LhsMapper lhs(alhs);</div>
<div class="line"><a name="l02301"></a><span class="lineno"> 2301</span>&#160;    RhsMapper rhs2(rhs);</div>
<div class="line"><a name="l02302"></a><span class="lineno"> 2302</span>&#160; </div>
<div class="line"><a name="l02303"></a><span class="lineno"> 2303</span>&#160;    eigen_internal_assert(rhs.stride() == 1);</div>
<div class="line"><a name="l02304"></a><span class="lineno"> 2304</span>&#160;    conj_helper&lt;LhsScalar, RhsScalar, ConjugateLhs, ConjugateRhs&gt; cj;</div>
<div class="line"><a name="l02305"></a><span class="lineno"> 2305</span>&#160;<span class="preprocessor">#if !EIGEN_COMP_LLVM</span></div>
<div class="line"><a name="l02306"></a><span class="lineno"> 2306</span>&#160;    conj_helper&lt;LhsPacket, RhsPacket, ConjugateLhs, ConjugateRhs&gt; pcj;</div>
<div class="line"><a name="l02307"></a><span class="lineno"> 2307</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l02308"></a><span class="lineno"> 2308</span>&#160; </div>
<div class="line"><a name="l02309"></a><span class="lineno"> 2309</span>&#160;    <span class="comment">// TODO: fine tune the following heuristic. The rationale is that if the matrix is very large,</span></div>
<div class="line"><a name="l02310"></a><span class="lineno"> 2310</span>&#160;    <span class="comment">//       processing 8 rows at once might be counter productive wrt cache.</span></div>
<div class="line"><a name="l02311"></a><span class="lineno"> 2311</span>&#160;<span class="preprocessor">#ifndef GCC_ONE_VECTORPAIR_BUG</span></div>
<div class="line"><a name="l02312"></a><span class="lineno"> 2312</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n8 = lhs.stride() * <span class="keyword">sizeof</span>(LhsScalar) &gt; 32000 ? (rows - 7) : (rows - 7);</div>
<div class="line"><a name="l02313"></a><span class="lineno"> 2313</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n4 = rows - 3;</div>
<div class="line"><a name="l02314"></a><span class="lineno"> 2314</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> n2 = rows - 1;</div>
<div class="line"><a name="l02315"></a><span class="lineno"> 2315</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l02316"></a><span class="lineno"> 2316</span>&#160; </div>
<div class="line"><a name="l02317"></a><span class="lineno"> 2317</span>&#160;    <span class="comment">// TODO: for padded aligned inputs, we could enable aligned reads</span></div>
<div class="line"><a name="l02318"></a><span class="lineno"> 2318</span>&#160;    <span class="keyword">enum</span> {</div>
<div class="line"><a name="l02319"></a><span class="lineno"> 2319</span>&#160;        LhsAlignment = <a class="code" href="group__enums.html#gga45fe06e29902b7a2773de05ba27b47a1a4e19dd09d5ff42295ba1d72d12a46686">Unaligned</a>,</div>
<div class="line"><a name="l02320"></a><span class="lineno"> 2320</span>&#160;        ResPacketSize = PTraits::ResPacketSize,</div>
<div class="line"><a name="l02321"></a><span class="lineno"> 2321</span>&#160;        LhsPacketSize = PTraits::LhsPacketSize,</div>
<div class="line"><a name="l02322"></a><span class="lineno"> 2322</span>&#160;        RhsPacketSize = PTraits::RhsPacketSize,</div>
<div class="line"><a name="l02323"></a><span class="lineno"> 2323</span>&#160;    };</div>
<div class="line"><a name="l02324"></a><span class="lineno"> 2324</span>&#160; </div>
<div class="line"><a name="l02325"></a><span class="lineno"> 2325</span>&#160;    <a class="code" href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Index</a> i = 0, j;</div>
<div class="line"><a name="l02326"></a><span class="lineno"> 2326</span>&#160;    PResPacket c00, c01, c02, c03, c04, c05, c06, c07;</div>
<div class="line"><a name="l02327"></a><span class="lineno"> 2327</span>&#160;    ResPacket c10, c11, c12, c13, c14, c15, c16, c17;</div>
<div class="line"><a name="l02328"></a><span class="lineno"> 2328</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l02329"></a><span class="lineno"> 2329</span>&#160;    __vector_quad e00, e01, e02, e03, e04, e05, e06, e07;</div>
<div class="line"><a name="l02330"></a><span class="lineno"> 2330</span>&#160;    GEMV_UNUSED_ROW(8, e0)</div>
<div class="line"><a name="l02331"></a><span class="lineno"> 2331</span>&#160;    GEMV_UNUSED_EXTRA(1, c0)</div>
<div class="line"><a name="l02332"></a><span class="lineno"> 2332</span>&#160;    GEMV_UNUSED_EXTRA(1, c1)</div>
<div class="line"><a name="l02333"></a><span class="lineno"> 2333</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l02334"></a><span class="lineno"> 2334</span>&#160;    ResScalar dd0;</div>
<div class="line"><a name="l02335"></a><span class="lineno"> 2335</span>&#160;<span class="preprocessor">#ifndef GCC_ONE_VECTORPAIR_BUG</span></div>
<div class="line"><a name="l02336"></a><span class="lineno"> 2336</span>&#160;    ScalarBlock&lt;ResScalar, 2&gt; cc0, cc1, cc2, cc3;</div>
<div class="line"><a name="l02337"></a><span class="lineno"> 2337</span>&#160;<span class="preprocessor">#ifdef USE_GEMV_MMA</span></div>
<div class="line"><a name="l02338"></a><span class="lineno"> 2338</span>&#160;    <span class="keywordflow">if</span> (!GEMV_IS_COMPLEX_COMPLEX)</div>
<div class="line"><a name="l02339"></a><span class="lineno"> 2339</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l02340"></a><span class="lineno"> 2340</span>&#160;    {</div>
<div class="line"><a name="l02341"></a><span class="lineno"> 2341</span>&#160;        GEMV_PROCESS_ROW_COMPLEX(8)</div>
<div class="line"><a name="l02342"></a><span class="lineno"> 2342</span>&#160;    }</div>
<div class="line"><a name="l02343"></a><span class="lineno"> 2343</span>&#160;    GEMV_PROCESS_ROW_COMPLEX(4)</div>
<div class="line"><a name="l02344"></a><span class="lineno"> 2344</span>&#160;    GEMV_PROCESS_ROW_COMPLEX(2)</div>
<div class="line"><a name="l02345"></a><span class="lineno"> 2345</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l02346"></a><span class="lineno"> 2346</span>&#160;    <span class="keywordflow">for</span> (; i &lt; rows; ++i)</div>
<div class="line"><a name="l02347"></a><span class="lineno"> 2347</span>&#160;    {</div>
<div class="line"><a name="l02348"></a><span class="lineno"> 2348</span>&#160;        GEMV_PROCESS_ROW_COMPLEX_SINGLE(1)</div>
<div class="line"><a name="l02349"></a><span class="lineno"> 2349</span>&#160;        GEMV_PROCESS_ROW_COMPLEX_PREDUX(0)</div>
<div class="line"><a name="l02350"></a><span class="lineno"> 2350</span>&#160;        for (; j &lt; cols; ++j)</div>
<div class="line"><a name="l02351"></a><span class="lineno"> 2351</span>&#160;        {</div>
<div class="line"><a name="l02352"></a><span class="lineno"> 2352</span>&#160;            dd0 += cj.pmul(lhs(i, j), rhs2(j, 0));</div>
<div class="line"><a name="l02353"></a><span class="lineno"> 2353</span>&#160;        }</div>
<div class="line"><a name="l02354"></a><span class="lineno"> 2354</span>&#160;        res[i * resIncr] += alpha * dd0;</div>
<div class="line"><a name="l02355"></a><span class="lineno"> 2355</span>&#160;    }</div>
<div class="line"><a name="l02356"></a><span class="lineno"> 2356</span>&#160;}</div>
<div class="line"><a name="l02357"></a><span class="lineno"> 2357</span>&#160; </div>
<div class="line"><a name="l02358"></a><span class="lineno"> 2358</span>&#160;<span class="preprocessor">#define EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_COL(Scalar, LhsScalar, RhsScalar) \</span></div>
<div class="line"><a name="l02359"></a><span class="lineno"> 2359</span>&#160;<span class="preprocessor">template&lt;typename Index, typename LhsMapper, bool ConjugateLhs, typename RhsMapper, bool ConjugateRhs, int Version&gt; \</span></div>
<div class="line"><a name="l02360"></a><span class="lineno"> 2360</span>&#160;<span class="preprocessor">struct general_matrix_vector_product&lt;Index, LhsScalar, LhsMapper, ColMajor, ConjugateLhs, RhsScalar, RhsMapper, ConjugateRhs, Version&gt; \</span></div>
<div class="line"><a name="l02361"></a><span class="lineno"> 2361</span>&#160;<span class="preprocessor">{ \</span></div>
<div class="line"><a name="l02362"></a><span class="lineno"> 2362</span>&#160;<span class="preprocessor">    typedef typename ScalarBinaryOpTraits&lt;LhsScalar, RhsScalar&gt;::ReturnType ResScalar; \</span></div>
<div class="line"><a name="l02363"></a><span class="lineno"> 2363</span>&#160;<span class="preprocessor">\</span></div>
<div class="line"><a name="l02364"></a><span class="lineno"> 2364</span>&#160;<span class="preprocessor">    EIGEN_DEVICE_FUNC EIGEN_DONT_INLINE static void run( \</span></div>
<div class="line"><a name="l02365"></a><span class="lineno"> 2365</span>&#160;<span class="preprocessor">        Index rows, Index cols, \</span></div>
<div class="line"><a name="l02366"></a><span class="lineno"> 2366</span>&#160;<span class="preprocessor">        const LhsMapper&amp; lhs, \</span></div>
<div class="line"><a name="l02367"></a><span class="lineno"> 2367</span>&#160;<span class="preprocessor">        const RhsMapper&amp; rhs, \</span></div>
<div class="line"><a name="l02368"></a><span class="lineno"> 2368</span>&#160;<span class="preprocessor">        ResScalar* res, Index resIncr, \</span></div>
<div class="line"><a name="l02369"></a><span class="lineno"> 2369</span>&#160;<span class="preprocessor">        ResScalar alpha) { \</span></div>
<div class="line"><a name="l02370"></a><span class="lineno"> 2370</span>&#160;<span class="preprocessor">        gemv_complex_col&lt;Index, Scalar, LhsScalar, LhsMapper, ConjugateLhs, sizeof(Scalar) == sizeof(LhsScalar), RhsScalar, RhsMapper, ConjugateRhs, sizeof(Scalar) == sizeof(RhsScalar), ResScalar&gt;(rows, cols, lhs, rhs, res, resIncr, alpha); \</span></div>
<div class="line"><a name="l02371"></a><span class="lineno"> 2371</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l02372"></a><span class="lineno"> 2372</span>&#160;<span class="preprocessor">};</span></div>
<div class="line"><a name="l02373"></a><span class="lineno"> 2373</span>&#160; </div>
<div class="line"><a name="l02374"></a><span class="lineno"> 2374</span>&#160;<span class="preprocessor">#define EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_ROW(Scalar, LhsScalar, RhsScalar) \</span></div>
<div class="line"><a name="l02375"></a><span class="lineno"> 2375</span>&#160;<span class="preprocessor">template&lt;typename Index, typename LhsMapper, bool ConjugateLhs, typename RhsMapper, bool ConjugateRhs, int Version&gt; \</span></div>
<div class="line"><a name="l02376"></a><span class="lineno"> 2376</span>&#160;<span class="preprocessor">struct general_matrix_vector_product&lt;Index, LhsScalar, LhsMapper, RowMajor, ConjugateLhs, RhsScalar, RhsMapper, ConjugateRhs, Version&gt; \</span></div>
<div class="line"><a name="l02377"></a><span class="lineno"> 2377</span>&#160;<span class="preprocessor">{ \</span></div>
<div class="line"><a name="l02378"></a><span class="lineno"> 2378</span>&#160;<span class="preprocessor">    typedef typename ScalarBinaryOpTraits&lt;LhsScalar, RhsScalar&gt;::ReturnType ResScalar; \</span></div>
<div class="line"><a name="l02379"></a><span class="lineno"> 2379</span>&#160;<span class="preprocessor">\</span></div>
<div class="line"><a name="l02380"></a><span class="lineno"> 2380</span>&#160;<span class="preprocessor">    EIGEN_DEVICE_FUNC EIGEN_DONT_INLINE static void run( \</span></div>
<div class="line"><a name="l02381"></a><span class="lineno"> 2381</span>&#160;<span class="preprocessor">        Index rows, Index cols, \</span></div>
<div class="line"><a name="l02382"></a><span class="lineno"> 2382</span>&#160;<span class="preprocessor">        const LhsMapper&amp; lhs, \</span></div>
<div class="line"><a name="l02383"></a><span class="lineno"> 2383</span>&#160;<span class="preprocessor">        const RhsMapper&amp; rhs, \</span></div>
<div class="line"><a name="l02384"></a><span class="lineno"> 2384</span>&#160;<span class="preprocessor">        ResScalar* res, Index resIncr, \</span></div>
<div class="line"><a name="l02385"></a><span class="lineno"> 2385</span>&#160;<span class="preprocessor">        ResScalar alpha) { \</span></div>
<div class="line"><a name="l02386"></a><span class="lineno"> 2386</span>&#160;<span class="preprocessor">        gemv_complex_row&lt;Index, Scalar, LhsScalar, LhsMapper, ConjugateLhs, sizeof(Scalar) == sizeof(LhsScalar), RhsScalar, RhsMapper, ConjugateRhs, sizeof(Scalar) == sizeof(RhsScalar), ResScalar&gt;(rows, cols, lhs, rhs, res, resIncr, alpha); \</span></div>
<div class="line"><a name="l02387"></a><span class="lineno"> 2387</span>&#160;<span class="preprocessor">    } \</span></div>
<div class="line"><a name="l02388"></a><span class="lineno"> 2388</span>&#160;<span class="preprocessor">};</span></div>
<div class="line"><a name="l02389"></a><span class="lineno"> 2389</span>&#160; </div>
<div class="line"><a name="l02390"></a><span class="lineno"> 2390</span>&#160;EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_COL(<span class="keywordtype">float</span>,  <span class="keywordtype">float</span>,                std::complex&lt;float&gt;)</div>
<div class="line"><a name="l02391"></a><span class="lineno"> 2391</span>&#160;EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_COL(<span class="keywordtype">float</span>,  std::complex&lt;float&gt;,  <span class="keywordtype">float</span>)</div>
<div class="line"><a name="l02392"></a><span class="lineno"> 2392</span>&#160;EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_COL(<span class="keywordtype">float</span>,  std::complex&lt;float&gt;,  std::complex&lt;float&gt;)</div>
<div class="line"><a name="l02393"></a><span class="lineno"> 2393</span>&#160;EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_COL(<span class="keywordtype">double</span>, <span class="keywordtype">double</span>,               std::complex&lt;double&gt;)</div>
<div class="line"><a name="l02394"></a><span class="lineno"> 2394</span>&#160;EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_COL(<span class="keywordtype">double</span>, std::complex&lt;double&gt;, <span class="keywordtype">double</span>)</div>
<div class="line"><a name="l02395"></a><span class="lineno"> 2395</span>&#160;EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_COL(<span class="keywordtype">double</span>, std::complex&lt;double&gt;, std::complex&lt;double&gt;)</div>
<div class="line"><a name="l02396"></a><span class="lineno"> 2396</span>&#160;EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_ROW(<span class="keywordtype">float</span>,  <span class="keywordtype">float</span>,                std::complex&lt;float&gt;)</div>
<div class="line"><a name="l02397"></a><span class="lineno"> 2397</span>&#160;EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_ROW(<span class="keywordtype">float</span>,  std::complex&lt;float&gt;,  <span class="keywordtype">float</span>)</div>
<div class="line"><a name="l02398"></a><span class="lineno"> 2398</span>&#160;EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_ROW(<span class="keywordtype">float</span>,  std::complex&lt;float&gt;,  std::complex&lt;float&gt;)</div>
<div class="line"><a name="l02399"></a><span class="lineno"> 2399</span>&#160;EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_ROW(<span class="keywordtype">double</span>, <span class="keywordtype">double</span>,               std::complex&lt;double&gt;)</div>
<div class="line"><a name="l02400"></a><span class="lineno"> 2400</span>&#160;EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_ROW(<span class="keywordtype">double</span>, std::complex&lt;double&gt;, <span class="keywordtype">double</span>)</div>
<div class="line"><a name="l02401"></a><span class="lineno"> 2401</span>&#160;EIGEN_POWER_GEMV_COMPLEX_SPECIALIZE_ROW(<span class="keywordtype">double</span>, std::complex&lt;double&gt;, std::complex&lt;double&gt;)</div>
<div class="line"><a name="l02402"></a><span class="lineno"> 2402</span>&#160; </div>
<div class="line"><a name="l02403"></a><span class="lineno"> 2403</span>&#160;<span class="preprocessor">#endif </span><span class="comment">// EIGEN_MATRIX_VECTOR_PRODUCT_ALTIVEC_H</span></div>
<div class="line"><a name="l02404"></a><span class="lineno"> 2404</span>&#160; </div>
<div class="ttc" id="agroup__enums_html_gga45fe06e29902b7a2773de05ba27b47a1a4e19dd09d5ff42295ba1d72d12a46686"><div class="ttname"><a href="group__enums.html#gga45fe06e29902b7a2773de05ba27b47a1a4e19dd09d5ff42295ba1d72d12a46686">Eigen::Unaligned</a></div><div class="ttdeci">@ Unaligned</div><div class="ttdef"><b>Definition:</b> Constants.h:235</div></div>
<div class="ttc" id="agroup__enums_html_ggaacded1a18ae58b0f554751f6cdf9eb13a0103672ae41005ab03b4176c765afd62"><div class="ttname"><a href="group__enums.html#ggaacded1a18ae58b0f554751f6cdf9eb13a0103672ae41005ab03b4176c765afd62">Eigen::ColMajor</a></div><div class="ttdeci">@ ColMajor</div><div class="ttdef"><b>Definition:</b> Constants.h:321</div></div>
<div class="ttc" id="anamespaceEigen_html_a62e77e0933482dafde8fe197d9a2cfde"><div class="ttname"><a href="namespaceEigen.html#a62e77e0933482dafde8fe197d9a2cfde">Eigen::Index</a></div><div class="ttdeci">EIGEN_DEFAULT_DENSE_INDEX_TYPE Index</div><div class="ttdoc">The Index type as used for the API.</div><div class="ttdef"><b>Definition:</b> Meta.h:59</div></div>
<div class="ttc" id="anamespaceEigen_html_ab84f39a06a18e1ebb23f8be80345b79d"><div class="ttname"><a href="namespaceEigen.html#ab84f39a06a18e1ebb23f8be80345b79d">Eigen::conj</a></div><div class="ttdeci">const Eigen::CwiseUnaryOp&lt; Eigen::internal::scalar_conjugate_op&lt; typename Derived::Scalar &gt;, const Derived &gt; conj(const Eigen::ArrayBase&lt; Derived &gt; &amp;x)</div></div>
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